BEGIN:VCALENDAR
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PRODID:-//Discrete Mathematics Group - ECPv6.15.20//NONSGML v1.0//EN
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X-ORIGINAL-URL:https://dimag.ibs.re.kr
X-WR-CALDESC:Events for Discrete Mathematics Group
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BEGIN:VTIMEZONE
TZID:Asia/Seoul
BEGIN:STANDARD
TZOFFSETFROM:+0900
TZOFFSETTO:+0900
TZNAME:KST
DTSTART:20210101T000000
END:STANDARD
END:VTIMEZONE
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20230228T163000
DTEND;TZID=Asia/Seoul:20230228T173000
DTSTAMP:20260506T102840
CREATED:20230213T001557Z
LAST-MODIFIED:20240707T074017Z
UID:6782-1677601800-1677605400@dimag.ibs.re.kr
SUMMARY:Maya Sankar\, The Turán Numbers of Homeomorphs
DESCRIPTION:Let $X$ be a 2-dimensional simplicial complex. Denote by $\text{ex}_{\hom}(n\,X)$ the maximum number of 2-simplices in an $n$-vertex simplicial complex that has no sub-simplicial complex homeomorphic to $X$. The asymptotics of $\text{ex}_{\hom}(n\,X)$ have recently been determined for all surfaces $X$. I will discuss these results\, as well as ongoing work bounding $\text{ex}_{\hom}(n\,X)$ for arbitrary 2-dimensional simplicial complexes $X$.
URL:https://dimag.ibs.re.kr/event/2023-02-28/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20230221T163000
DTEND;TZID=Asia/Seoul:20230221T173000
DTSTAMP:20260506T102840
CREATED:20230110T061742Z
LAST-MODIFIED:20240705T170041Z
UID:6636-1676997000-1677000600@dimag.ibs.re.kr
SUMMARY:Meike Hatzel\, Fixed-Parameter Tractability of Directed Multicut with Three Terminal Pairs Parametrised by the Size of the Cutset: Twin-Width Meets Flow-Augmentation
DESCRIPTION:We show fixed-parameter tractability of the Directed Multicut problem with three terminal pairs (with a randomized algorithm). This problem\, given a directed graph $G$\, pairs of vertices (called terminals) $(s_1\,t_1)$\, $(s_2\,t_2)$\, and $(s_3\,t_3)$\, and an integer $k$\, asks to find a set of at most $k$ non-terminal vertices in $G$ that intersect all $s_1t_1$-paths\, all $s_2t_2$-paths\, and all $s_3t_3$-paths. The parameterized complexity of this case has been open since Chitnis\, Cygan\, Hajiaghayi\, and Marx proved fixed-parameter tractability of the 2-terminal-pairs case at SODA 2012\, and Pilipczuk and Wahlström proved the W[1]-hardness of the 4-terminal-pairs case at SODA 2016. \nOn the technical side\, we use two recent developments in parameterized algorithms. Using the technique of directed flow-augmentation [Kim\, Kratsch\, Pilipczuk\, Wahlström\, STOC 2022] we cast the problem as a CSP problem with few variables and constraints over a large ordered domain. We observe that this problem can be in turn encoded as an FO model-checking task over a structure consisting of a few 0-1 matrices. We look at this problem through the lenses of twin-width\, a recently introduced structural parameter [Bonnet\, Kim\, Thomassé\, Watrigant\, FOCS 2020]: By a recent characterization [Bonnet\, Giocanti\, Ossona de Mendez\, Simon\, Thomassé\, Toruńczyk\, STOC 2022] the said FO model-checking task can be done in FPT time if the said matrices have bounded grid rank. To complete the proof\, we show an irrelevant vertex rule: If any of the matrices in the said encoding has a large grid minor\, a vertex corresponding to the “middle” box in the grid minor can be proclaimed irrelevant — not contained in the sought solution — and thus reduced.
URL:https://dimag.ibs.re.kr/event/2023-02-21/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20230214T163000
DTEND;TZID=Asia/Seoul:20230214T173000
DTSTAMP:20260506T102840
CREATED:20221122T113208Z
LAST-MODIFIED:20240705T171025Z
UID:6504-1676392200-1676395800@dimag.ibs.re.kr
SUMMARY:Raphael Steiner\, Strengthening Hadwiger's conjecture for 4- and 5-chromatic graphs
DESCRIPTION:Hadwiger’s famous coloring conjecture states that every t-chromatic graph contains a $K_t$-minor. Holroyd [Bull. London Math. Soc. 29\, (1997)\, pp. 139-144] conjectured the following strengthening of Hadwiger’s conjecture: If G is a t-chromatic graph and S⊆V(G) takes all colors in every t-coloring of G\, then G contains a $K_t$-minor rooted at S. We prove this conjecture in the first open case of t=4. Notably\, our result also directly implies a stronger version of Hadwiger’s conjecture for 5-chromatic graphs as follows: Every 5-chromatic graph contains a $K_5$-minor with a singleton branch-set. In fact\, in a 5-vertex-critical graph we may specify the singleton branch-set to be any vertex of the graph. Joint work with Anders Martinsson (ETH).
URL:https://dimag.ibs.re.kr/event/2023-02-14/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20230131T163000
DTEND;TZID=Asia/Seoul:20230131T173000
DTSTAMP:20260506T102840
CREATED:20230110T062223Z
LAST-MODIFIED:20240707T074122Z
UID:6639-1675182600-1675186200@dimag.ibs.re.kr
SUMMARY:Abhishek Methuku\, A proof of the Erdős–Faber–Lovász conjecture
DESCRIPTION:The Erdős–Faber–Lovász conjecture (posed in 1972) states that the chromatic index of any linear hypergraph on n vertices is at most n. In this talk\, I will sketch a proof of this conjecture for every large n. Joint work with D. Kang\, T. Kelly\, D. Kühn and D. Osthus.
URL:https://dimag.ibs.re.kr/event/2023-01-31/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20230117T163000
DTEND;TZID=Asia/Seoul:20230117T173000
DTSTAMP:20260506T102840
CREATED:20221213T152329Z
LAST-MODIFIED:20240707T074134Z
UID:6556-1673973000-1673976600@dimag.ibs.re.kr
SUMMARY:Noleen Köhler\, Twin-Width VIII: Delineation and Win-Wins
DESCRIPTION:We introduce the notion of delineation. A graph class $\mathcal C$ is said delineated by twin-width (or simply\, delineated) if for every hereditary closure $\mathcal D$ of a subclass of $\mathcal C$\, it holds that $\mathcal D$ has bounded twin-width if and only if $\mathcal D$ is monadically dependent. An effective strengthening of delineation for a class $\mathcal C$ implies that tractable FO model checking on $\mathcal C$ is perfectly understood: On hereditary closures of subclasses $\mathcal D$ of $\mathcal C$\, FO model checking on $\mathcal D$ is fixed-parameter tractable (FPT) exactly when $\mathcal D$ has bounded twin-width. Ordered graphs [BGOdMSTT\, STOC ’22] and permutation graphs [BKTW\, JACM ’22] are effectively delineated\, while subcubic graphs are not. On the one hand\, we prove that interval graphs\, and even\, rooted directed path graphs are delineated. On the other hand\, we observe or show that segment graphs\, directed path graphs (with arbitrarily many roots)\, and visibility graphs of simple polygons are not delineated. \nIn an effort to draw the delineation frontier between interval graphs (that are delineated) and axis-parallel two-lengthed segment graphs (that are not)\, we investigate the twin-width of restricted segment intersection classes. It was known that (triangle-free) pure axis-parallel unit segment graphs have unbounded twin-width [BGKTW\, SODA ’21]. We show that $K_{t\,t}$-free segment graphs\, and axis-parallel $H_t$-free unit segment graphs have bounded twin-width\, where $H_t$ is the half-graph or ladder of height $t$. In contrast\, axis-parallel $H_4$-free two-lengthed segment graphs have unbounded twin-width. We leave as an open question whether unit segment graphs are delineated. \nMore broadly\, we explore which structures (large bicliques\, half-graphs\, or independent sets) are responsible for making the twin-width large on the main classes of intersection and visibility graphs. Our new results\, combined with the FPT algorithm for first-order model checking on graphs given with $O(1)$-sequences [BKTW\, JACM ’22]\, give rise to a variety of algorithmic win-win arguments. They all fall in the same framework: If $p$ is an FO definable graph parameter that effectively functionally upperbounds twin-width on a class C\, then $p(G) \ge k$ can be decided in FPT time $f(k)\cdot |V (G)|O(1)$. For instance\, we readily derive FPT algorithms for k-Ladder on visibility graphs of 1.5D terrains\, and k-Independent Set on visibility graphs of simple polygons. This showcases that the theory of twin-width can serve outside of classes of bounded twin-width. \nJoint work with Édouard Bonnet\, Dibyayan Chakraborty\, Eun Jung Kim\, Raul Lopes and Stéphan Thomassé.
URL:https://dimag.ibs.re.kr/event/2023-01-17/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20230110T163000
DTEND;TZID=Asia/Seoul:20230110T173000
DTSTAMP:20260506T102840
CREATED:20221123T222545Z
LAST-MODIFIED:20240705T171022Z
UID:6518-1673368200-1673371800@dimag.ibs.re.kr
SUMMARY:Mamadou Moustapha Kanté\, MSOL-Definable decompositions
DESCRIPTION:I will first introduce the notion of recognisability of languages of terms and then its extensions to sets of relational structures. In a second step\, I will discuss relations with decompositions of graphs/matroids and why their MSOL-definability is related to understanding recognisable sets. I will finally explain  how to define in MSOL branch-decompositions for finitely representable matroids of bounded path-width. This is joint work with Rutger Campbell\, Bruno Guillon\, Eun Jung Kim\, and Sang-il Oum.
URL:https://dimag.ibs.re.kr/event/2023-01-10/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20230103T163000
DTEND;TZID=Asia/Seoul:20230103T173000
DTSTAMP:20260506T102840
CREATED:20221010T054006Z
LAST-MODIFIED:20240707T074146Z
UID:6280-1672763400-1672767000@dimag.ibs.re.kr
SUMMARY:Youngho Yoo (유영호)\, Approximating TSP walks in subcubic graphs
DESCRIPTION:The Graphic Travelling Salesman Problem is the problem of finding a spanning closed walk (a TSP walk) of minimum length in a given connected graph. The special case of the Graphic TSP on subcubic graphs has been studied extensively due to their worst-case behaviour in the famous $\frac{4}{3}$-integrality-gap conjecture on the “subtour elimination” linear programming relaxation of the Metric TSP. \nWe prove that every simple 2-connected subcubic graph on $n$ vertices with $n_2$ vertices of degree 2 has a TSP walk of length at most $\frac{5n+n_2}{4}-1$\, confirming a conjecture of Dvořák\, Král’\, and Mohar. This bound is best possible and we characterize the extremal subcubic examples meeting this bound. We also give a quadratic time combinatorial algorithm to find such a TSP walk. In particular\, we obtain a $\frac{5}{4}$-approximation algorithm for the Graphic TSP on cubic graphs. Joint work with Michael Wigal and Xingxing Yu.
URL:https://dimag.ibs.re.kr/event/2023-01-03/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20221228T163000
DTEND;TZID=Asia/Seoul:20221228T173000
DTSTAMP:20260506T102840
CREATED:20221221T082326Z
LAST-MODIFIED:20240705T170042Z
UID:6590-1672245000-1672248600@dimag.ibs.re.kr
SUMMARY:Stijn Cambie\, The 69-conjecture and more surprises on the number of independent sets
DESCRIPTION:Various types of independent sets have been studied for decades. As an example\, the minimum number of maximal independent sets in a connected graph of given order is easy to determine (hint; the answer is written in the stars). When considering this question for twin-free graphs\, it becomes less trivial and one discovers some surprising behaviour. The minimum number of maximal independent sets turns out to be; \n\nlogarithmic in the number of vertices for arbitrary graphs\,\nlinear for bipartite graphs\nand exponential for trees.\n\nFinally\, we also have a sneak peek on the 69-conjecture\, part of an unpublished work on an inverse problem on the number of independent sets. \nIn this talk\, we will focus on the basic concepts\, the intuition behind the statements and sketch some proof ideas. \nThe talk is based on joint work with Stephan Wagner\, with the main chunk being available at arXiv:2211.04357.
URL:https://dimag.ibs.re.kr/event/2022-12-28/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20221206T163000
DTEND;TZID=Asia/Seoul:20221206T173000
DTSTAMP:20260506T102840
CREATED:20220908T152618Z
LAST-MODIFIED:20240707T074218Z
UID:6153-1670344200-1670347800@dimag.ibs.re.kr
SUMMARY:Giannos Stamoulis\, Model-Checking for First-Order Logic with Disjoint Paths Predicates in Proper Minor-Closed Graph Classes
DESCRIPTION:The disjoint paths logic\, FOL+DP\,  is an extension of First Order Logic (FOL) with the extra atomic predicate $\mathsf{dp}_k(x_1\,y_1\,\ldots\,x_k\,y_k)\,$ expressing the existence of internally vertex-disjoint paths between $x_i$ and $y_i\,$ for $i\in \{1\,\ldots\, k\}$. This logic can express a wide variety of problems that escape the expressibility potential of FOL. We prove that for every minor-closed graph class\, model-checking for FOL+DP can be done in quadratic time. We also introduce an extension of FOL+DP\, namely the scattered disjoint paths logic\, FOL+SDP\, where we further consider the atomic predicate $\mathsf{s-sdp}_k(x_1\,y_1\,\ldots\,x_k\,y_k)\,$ demanding that the disjoint paths are within distance bigger than some fixed value $s$. Using the same technique we prove that model-checking for FOL+SDP can be done in quadratic time on classes of graphs with bounded Euler genus.\nJoint work with Petr A. Golovach and Dimitrios M. Thilikos.
URL:https://dimag.ibs.re.kr/event/2022-12-06/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20221122T163000
DTEND;TZID=Asia/Seoul:20221122T173000
DTSTAMP:20260506T102840
CREATED:20221018T043943Z
LAST-MODIFIED:20240707T074455Z
UID:6362-1669134600-1669138200@dimag.ibs.re.kr
SUMMARY:Seonghyuk Im (임성혁)\, A proof of the Elliott-Rödl conjecture on hypertrees in Steiner triple systems
DESCRIPTION:A linear $3$-graph is called a (3-)hypertree if there exists exactly one path between each pair of two distinct vertices.  A linear $3$-graph is called a Steiner triple system if each pair of two distinct vertices belong to a unique edge. \nA simple greedy algorithm shows that every $n$-vertex Steiner triple system $G$ contains all hypertrees $T$ of order at most $\frac{n+3}{2}$. On the other hand\, it is not immediately clear whether one can always find larger hypertrees in $G$. In 2011\, Goodall and de Mier proved that a Steiner triple system $G$ contains at least one spanning tree. However\, one cannot expect the Steiner triple system to contain all possible spanning trees\, as there are many Steiner triple systems that avoid numerous spanning trees as subgraphs. Hence it is natural to wonder how much one can improve the bound from the greedy algorithm. \nIndeed\, Elliott and Rödl conjectured that an $n$-vertex Steiner triple system $G$ contains all hypertrees of order at most $(1-o(1))n$. We prove the conjecture by Elliott and Rödl. \nThis is joint work with Jaehoon Kim\, Joonkyung Lee\, and Abhishek Methuku.
URL:https://dimag.ibs.re.kr/event/2022-11-22/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20221115T163000
DTEND;TZID=Asia/Seoul:20221115T173000
DTSTAMP:20260506T102840
CREATED:20221011T041240Z
LAST-MODIFIED:20240705T171137Z
UID:6283-1668529800-1668533400@dimag.ibs.re.kr
SUMMARY:Sebastian Wiederrecht\, Excluding single-crossing matching minors in bipartite graphs
DESCRIPTION:By a seminal result of Valiant\, computing the permanent of (0\, 1)-matrices is\, in general\, #P-hard. In 1913 Pólya asked for which (0\, 1)-matrices A it is possible to change some signs such that the permanent of A equals the determinant of the resulting matrix. In 1975\, Little showed these matrices to be exactly the biadjacency matrices of bipartite graphs excluding $K_{3\,3}$ as a matching minor. This was turned into a polynomial time algorithm by McCuaig\, Robertson\, Seymour\, and Thomas in 1999. However\, the relation between the exclusion of some matching minor in a bipartite graph and the tractability of the permanent extends beyond K3\,3. Recently it was shown that the exclusion of any planar bipartite graph as a matching minor yields a class of bipartite graphs on which the permanent of the corresponding (0\, 1)-matrices can be computed efficiently. \nIn this paper we unify the two results above into a single\, more general result in the style of the celebrated structure theorem for single-crossing minor-free graphs. We identify a class of bipartite graphs strictly generalising planar bipartite graphs and $K_{3\,3}$ which includes infinitely many non-Pfaffian graphs. The exclusion of any member of this class as a matching minor yields a structure that allows for the efficient evaluation of the permanent. Moreover\, we show that the evaluation of the permanent remains #P-hard on bipartite graphs which exclude $K_{5\,5}$ as a matching minor. This establishes a first computational lower bound for the problem of counting perfect matchings on matching minor closed classes. As another application of our structure theorem\, we obtain a strict generalisation of the algorithm for the k-vertex disjoint directed paths problem on digraphs of bounded directed treewidth. \nThis is joint work with Archontia Giannopoulou and Dimitrios Thilikos.
URL:https://dimag.ibs.re.kr/event/2022-11-15/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20221108T163000
DTEND;TZID=Asia/Seoul:20221108T173000
DTSTAMP:20260506T102840
CREATED:20221018T044028Z
LAST-MODIFIED:20240707T074529Z
UID:6364-1667925000-1667928600@dimag.ibs.re.kr
SUMMARY:Jungho Ahn (안정호)\, Unified almost linear kernels for generalized covering and packing problems on nowhere dense classes
DESCRIPTION:Let $\mathcal{F}$ be a family of graphs\, and let $p$ and $r$ be nonnegative integers.\nThe $(p\,r\,\mathcal{F})$-Covering problem asks whether for a graph $G$ and an integer $k$\, there exists a set $D$ of at most $k$ vertices in $G$ such that $G^p\setminus N_G^r[D]$ has no induced subgraph isomorphic to a graph in $\mathcal{F}$\, where $G^p$ is the $p$-th power of $G$ and $N^r_G[D]$ is the set of all vertices in $G$ at distance at most $r$ from $D$ in $G$. The $(p\,r\,\mathcal{F})$-Packing problem asks whether for a graph $G$ and an integer $k$\, $G^p$ has $k$ induced subgraphs $H_1\,\ldots\,H_k$ such that each $H_i$ is isomorphic to a graph in $\mathcal{F}$\, and for distinct $i\,j\in \{1\, \ldots\, k\}$\, the distance between $V(H_i)$ and $V(H_j)$ in $G$ is larger than $r$. The $(p\,r\,\mathcal{F})$-Covering problem generalizes Distance-$r$ Dominating Set and Distance-$r$ Vertex Cover\, and the $(p\,r\,\mathcal{F})$-Packing problem generalizes Distance-$r$ Independent Set and Distance-$r$ Matching. By taking $(p’\,r’\,\mathcal{F}’)=(pt\, rt\, \mathcal{F})$\, we may formulate the $(p\,r\,\mathcal{F})$-Covering and $(p\, r\, \mathcal{F})$-Packing problems on the $t$-th power of a graph. Moreover\, $(1\,0\,\mathcal{F})$-Covering is the $\mathcal{F}$-Free Vertex Deletion problem\, and $(1\,0\,\mathcal{F})$-Packing is the Induced-$\mathcal{F}$-Packing problem. \nWe show that for every fixed nonnegative integers $p\,r$ and every fixed nonempty finite family $\mathcal{F}$ of connected graphs\, the $(p\,r\,\mathcal{F})$-Covering problem with $p\leq2r+1$ and the $(p\,r\,\mathcal{F})$-Packing problem with $p\leq2\lfloor r/2\rfloor+1$ admit almost linear kernels on every nowhere dense class of graphs\, and admit linear kernels on every class of graphs with bounded expansion\, parameterized by the solution size $k$. We obtain the same kernels for their annotated variants. As corollaries\, we prove that Distance-$r$ Vertex Cover\, Distance-$r$ Matching\, $\mathcal{F}$-Free Vertex Deletion\, and Induced-$\mathcal{F}$-Packing for any fixed finite family $\mathcal{F}$ of connected graphs admit almost linear kernels on every nowhere dense class of graphs and linear kernels on every class of graphs with bounded expansion. Our results extend the results for Distance-$r$ Dominating Set by Drange et al. (STACS 2016) and Eickmeyer et al. (ICALP 2017)\, and the result for Distance-$r$ Independent Set by Pilipczuk and Siebertz (EJC 2021). \nThis is joint work with Jinha Kim and O-joung Kwon.
URL:https://dimag.ibs.re.kr/event/2022-11-08/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20221018T163000
DTEND;TZID=Asia/Seoul:20221018T173000
DTSTAMP:20260506T102840
CREATED:20220824T133830Z
LAST-MODIFIED:20240705T171142Z
UID:6071-1666110600-1666114200@dimag.ibs.re.kr
SUMMARY:Florent Koechlin\, Uniform random expressions lack expressivity
DESCRIPTION:In computer science\, random expressions are commonly used to analyze algorithms\, either to study their average complexity\, or to generate benchmarks to test them experimentally. In general\, these approaches only consider the expressions as purely syntactic trees\, and completely ignore their semantics — i.e. the mathematical object represented by the expression. \nHowever\, two different expressions can be equivalent (for example “0*(x+y)” and “0” represent the same expression\, the null expression). Can these redundancies question the relevance of the analyses and tests that do not take into account the semantics of the expressions? \nI will present how the uniform distribution over syntactic expression becomes completely degenerate when we start taking into account their semantics\, in a very simple but common case where there is an absorbing element. If time permits it\, I will briefly explain why the BST distribution offers more hope. \nThis is a joint work with Cyril Nicaud and Pablo Rotondo.
URL:https://dimag.ibs.re.kr/event/2022-10-18/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20221011T163000
DTEND;TZID=Asia/Seoul:20221011T173000
DTSTAMP:20260506T102840
CREATED:20220824T132239Z
LAST-MODIFIED:20240707T074556Z
UID:6067-1665505800-1665509400@dimag.ibs.re.kr
SUMMARY:Nika Salia\, Exact results for generalized extremal problems forbidding an even cycle
DESCRIPTION:We determine the maximum number of copies of $K_{s\,s}$ in a $C_{2s+2}$-free $n$-vertex graph for all integers $s \ge 2$ and sufficiently large $n$. Moreover\, for $s\in\{2\,3\}$ and any integer $n$ we obtain the maximum number of cycles of length $2s$ in an $n$-vertex $C_{2s+2}$-free bipartite graph. \nThis is joint work with Ervin Győri (Renyi Institute)\, Zhen He (Tsinghua University)\, Zequn Lv (Tsinghua University)\, Casey Tompkins (Renyi Institute)\, Kitti Varga (Technical University of Budapest BME)\, and Xiutao Zhu (Nanjing University).
URL:https://dimag.ibs.re.kr/event/2022-10-11/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20221004T163000
DTEND;TZID=Asia/Seoul:20221004T173000
DTSTAMP:20260506T102840
CREATED:20220825T224353Z
LAST-MODIFIED:20240707T074613Z
UID:6077-1664901000-1664904600@dimag.ibs.re.kr
SUMMARY:Zixiang Xu (徐子翔)\, On the degenerate Turán problems
DESCRIPTION:For a graph $F$\, the Turán number is the maximum number of edges in an $n$-vertex simple graph not containing $F$. The celebrated Erdős-Stone-Simonovits Theorem gives that \[ \text{ex}(n\,F)=\bigg(1-\frac{1}{\chi(F)-1}+o(1)\bigg)\binom{n}{2}\,\] where $\chi(F)$ is the chromatic number of $H$. This theorem asymptotically solves the problem when $\chi(F)\geqslant 3$. In case of bipartite graphs $F$\, not even the order of magnitude is known in general. In this talk\, I will introduce some recent progress on Turán numbers of bipartite graphs and related generalizations and discuss several methods developed in recent years. Finally\, I will introduce some interesting open problems on this topic.
URL:https://dimag.ibs.re.kr/event/2022-10-04/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220927T163000
DTEND;TZID=Asia/Seoul:20220927T173000
DTSTAMP:20260506T102840
CREATED:20220825T021718Z
LAST-MODIFIED:20240707T074701Z
UID:6074-1664296200-1664299800@dimag.ibs.re.kr
SUMMARY:Alexander Clifton\, Ramsey Theory for Diffsequences
DESCRIPTION:Van der Waerden’s theorem states that any coloring of $\mathbb{N}$ with a finite number of colors will contain arbitrarily long monochromatic arithmetic progressions. This motivates the definition of the van der Waerden number $W(r\,k)$ which is the smallest $n$ such that any $r$-coloring of $\{1\,2\,\cdots\,n\}$ guarantees the presence of a monochromatic arithmetic progression of length $k$. \nIt is natural to ask what other arithmetic structures exhibit van der Waerden-type results. One notion\, introduced by Landman and Robertson\, is that of a $D$-diffsequence\, which is an increasing sequence $a_1<a_2<\cdots<a_k$ in which the consecutive differences $a_i-a_{i-1}$ all lie in some given set $D$. We say that $D$ is $r$-accessible if every $r$-coloring of $\mathbb{N}$ contains arbitrarily long monochromatic $D$-diffsequences. When $D$ is $r$-accessible\, we define $\Delta(D\,k;r)$ as the smallest $n$ such that any $r$-coloring of $\{1\,2\,\cdots\,n\}$ guarantees the presence of a monochromatic $D$-diffsequence of length $k$. \nOne question of interest is to determine the possible behaviors of $\Delta$ as a function of $k$. In this talk\, we will demonstrate that is possible for $\Delta(D\,k;r)$ to grow faster than polynomial in $k$. We will also discuss a broad class of $D$’s which are not $2$-accessible.
URL:https://dimag.ibs.re.kr/event/2022-09-27/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220913T163000
DTEND;TZID=Asia/Seoul:20220913T173000
DTSTAMP:20260506T102840
CREATED:20220720T105001Z
LAST-MODIFIED:20240707T074732Z
UID:5990-1663086600-1663090200@dimag.ibs.re.kr
SUMMARY:Sebastian Wiederrecht\, Killing a vortex
DESCRIPTION:The Structural Theorem of the Graph Minors series of Robertson and Seymour asserts that\, for every $t\in\mathbb{N}\,$ there exists some constant $c_{t}$ such that every $K_{t}$-minor-free graph admits a tree decomposition whose torsos can be transformed\, by the removal of at most $c_{t}$ vertices\, to graphs that can be seen as the union of some graph that is embeddable to some surface of Euler genus at most $c_{t}$ and “at most $c_{t}$ vortices of depth $c_{t}$”. Our main combinatorial result is a “vortex-free” refinement of the above structural theorem as follows: we identify a (parameterized) graph $H_{t}$\, called shallow vortex grid\, and we prove that if in the above structural theorem we replace $K_{t}$ by $H_{t}\,$ then the resulting decomposition becomes “vortex-free”. Up to now\, the most general classes of graphs admitting such a result were either bounded Euler genus graphs or the so called single-crossing minor-free graphs. Our result is tight in the sense that\, whenever we minor-exclude a graph that is not a minor of some $H_{t}\,$ the appearance of vortices is unavoidable. Using the above decomposition theorem\, we design an algorithm that\, given an $H_{t}$-minor-free graph $G$\, computes the generating function of all perfect matchings of $G$ in polynomial time. This algorithm yields\, on $H_{t}$-minor-free graphs\, polynomial algorithms for computational problems such as the {dimer problem\, the exact matching problem}\, and the computation of the permanent. Our results\, combined with known complexity results\, imply a complete characterization of minor-closed graphs classes where the number of perfect matchings is polynomially computable: They are exactly those graph classes that do not contain every $H_{t}$ as a minor. This provides a sharp complexity dichotomy for the problem of counting perfect matchings in minor-closed classes. \nThis is joint work with Dimitrios M. Thilikos.
URL:https://dimag.ibs.re.kr/event/2022-09-13/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220906T163000
DTEND;TZID=Asia/Seoul:20220906T173000
DTSTAMP:20260506T102840
CREATED:20220719T105944Z
LAST-MODIFIED:20240707T074750Z
UID:5974-1662481800-1662485400@dimag.ibs.re.kr
SUMMARY:Bjarne Schülke\, A local version of Katona's intersection theorem
DESCRIPTION:Katona’s intersection theorem states that every intersecting family $\mathcal F\subseteq[n]^{(k)}$ satisfies $\vert\partial\mathcal F\vert\geq\vert\mathcal F\vert$\, where $\partial\mathcal F=\{F\setminus x:x\in F\in\mathcal F\}$ is the shadow of $\mathcal F$.\nFrankl conjectured that for $n>2k$ and every intersecting family $\mathcal F\subseteq [n]^{(k)}$\, there is some $i\in[n]$ such that $\vert \partial \mathcal F(i)\vert\geq \vert\mathcal F(i)\vert$\, where $\mathcal F(i)=\{F\setminus i:i\in F\in\mathcal F\}$ is the link of $\mathcal F$ at $i$. \nHere\, we prove this conjecture in a very strong form for $n> \binom{k+1}{2}$. \nIn particular\, our result implies that for any $j\in[k]$\, there is a $j$-set $\{a_1\,\dots\,a_j\}\in[n]^{(j)}$ such that \[ \vert \partial \mathcal F(a_1\,\dots\,a_j)\vert\geq \vert\mathcal F(a_1\,\dots\,a_j)\vert.\]A similar statement is also obtained for cross-intersecting families.
URL:https://dimag.ibs.re.kr/event/2022-09-06/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220830T163000
DTEND;TZID=Asia/Seoul:20220830T173000
DTSTAMP:20260506T102840
CREATED:20220830T073000Z
LAST-MODIFIED:20240707T075520Z
UID:6018-1661877000-1661880600@dimag.ibs.re.kr
SUMMARY:Jun Gao\, Number of (k-1)-cliques in k-critical graph
DESCRIPTION:We prove that for $n>k\geq 3$\, if $G$ is an $n$-vertex graph with chromatic number $k$ but any its proper subgraph has smaller chromatic number\, then $G$ contains at most $n-k+3$ copies of cliques of size $k-1$. This answers a problem of Abbott and Zhou and provides a tight bound on a conjecture of Gallai. \nThis is joint work with Jie Ma.
URL:https://dimag.ibs.re.kr/event/2022-08-30/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220823T163000
DTEND;TZID=Asia/Seoul:20220823T173000
DTSTAMP:20260506T102840
CREATED:20220823T073000Z
LAST-MODIFIED:20240705T171142Z
UID:5971-1661272200-1661275800@dimag.ibs.re.kr
SUMMARY:Raul Lopes\, Temporal Menger and related problems
DESCRIPTION:A temporal graph is a graph whose edges are available only at specific times. In this scenario\, the only valid walks are the ones traversing adjacent edges respecting their availability\, i.e. sequence of adjacent edges whose appearing times are non-decreasing. \nGiven a graph G and vertices s and t of G\, Menger’s Theorem states that the maximum number of (internally) vertex disjoint s\,t-paths is equal to the minimum size of a subset X for which G-X contains no s\,t-path. This is a classical result in Graph Theory\, taught in most basic Graph Theory courses\, and it holds also when G is directed and when edge disjoint paths and edge cuts are considered instead. A direct translation of Menger’s Theorem to the temporal context has been known not to hold since an example was shown in the seminal paper by Kempe\, Kleinberg and Kumar (STOC’00). In this talk\, an overview of possible temporal versions of Menger’s Theorem will be discussed\, as well as the complexity of the related problems.
URL:https://dimag.ibs.re.kr/event/2022-08-23/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220816T163000
DTEND;TZID=Asia/Seoul:20220816T173000
DTSTAMP:20260506T102840
CREATED:20220718T235006Z
LAST-MODIFIED:20240705T171145Z
UID:5967-1660667400-1660671000@dimag.ibs.re.kr
SUMMARY:Noleen Köhler\, Testing first-order definable properties on bounded degree graphs
DESCRIPTION:Property testers are probabilistic algorithms aiming to solve a decision problem efficiently in the context of big-data. A property tester for a property P has to decide (with high probability correctly) whether a given input graph has property P or is far from having property P while having local access to the graph. We study property testing of properties that are definable in first-order logic (FO) in the bounded-degree model. We show that any FO property that is defined by a formula with quantifier prefix ∃*∀* is testable\, while there exists an FO property that is expressible by a formula with quantifier prefix ∀*∃* that is not testable. In the dense graph model\, a similar picture is long known (Alon\, Fischer\, Krivelevich\, Szegedy\, Combinatorica 2000)\, despite the very different nature of the two models. In particular\, we obtain our lower bound by a first-order formula that defines a class of bounded-degree expanders\, based on zig-zag products of graphs. \nThis is joint work with Isolde Adler and Pan Peng.
URL:https://dimag.ibs.re.kr/event/2022-08-16/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220809T163000
DTEND;TZID=Asia/Seoul:20220809T173000
DTSTAMP:20260506T102840
CREATED:20220808T073000Z
LAST-MODIFIED:20240707T075550Z
UID:5821-1660062600-1660066200@dimag.ibs.re.kr
SUMMARY:Eun Jung Kim (김은정)\, Directed flow-augmentation
DESCRIPTION:We show a flow-augmentation algorithm in directed graphs: There exists a polynomial-time algorithm that\, given a directed graph G\, two integers $s\,t\in V(G)$\, and an integer $k$\, adds (randomly) to $G$ a number of arcs such that for every minimal st-cut $Z$ in $G$ of size at most $k$\, with probability $2^{−\operatorname{poly}(k)}$ the set $Z$ becomes a minimum $st$-cut in the resulting graph.\nThe directed flow-augmentation tool allows us to prove fixed-parameter tractability of a number of problems parameterized by the cardinality of the deletion set\, whose parameterized complexity status was repeatedly posed as open problems:\n(1) Chain SAT\, defined by Chitnis\, Egri\, and Marx [ESA’13\, Algorithmica’17]\,\n(2) a number of weighted variants of classic directed cut problems\, such as Weighted st-Cut\, Weighted Directed Feedback Vertex Set\, or Weighted Almost 2-SAT.\nBy proving that Chain SAT is FPT\, we confirm a conjecture of Chitnis\, Egri\, and Marx that\, for any graph H\, if the List H-Coloring problem is polynomial-time solvable\, then the corresponding vertex-deletion problem is fixed-parameter tractable. \nJoint work with Stefan Kratsch\, Marcin Pilipczuk\, Magnus Wahlström.
URL:https://dimag.ibs.re.kr/event/2022-08-09/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220801T163000
DTEND;TZID=Asia/Seoul:20220801T173000
DTSTAMP:20260506T102840
CREATED:20220801T073000Z
LAST-MODIFIED:20240707T075606Z
UID:5867-1659371400-1659375000@dimag.ibs.re.kr
SUMMARY:Seunghun Lee (이승훈)\, Inscribable order types
DESCRIPTION:We call an order type inscribable if it is realized by a point configuration where all extreme points are all on a circle. In this talk\, we investigate inscribability of order types. We first show that every simple order type with at most 2 interior points is inscribable\, and that the number of such order types is $\Theta(\frac{4^n}{n^{3/2}})$. We further construct an infinite family of minimally uninscribable order types. The proof of uninscribability mainly uses Möbius transformations. We also suggest open problems around inscribability. This is a joint work with Michael Gene Dobbins.
URL:https://dimag.ibs.re.kr/event/2022-08-01/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220719T140000
DTEND;TZID=Asia/Seoul:20220719T160000
DTSTAMP:20260506T102840
CREATED:20220719T050000Z
LAST-MODIFIED:20240705T171145Z
UID:5880-1658239200-1658246400@dimag.ibs.re.kr
SUMMARY:Jinyoung Park (박진영)\, Thresholds 2/2
DESCRIPTION:Thresholds for increasing properties of random structures are a central concern in probabilistic combinatorics and related areas. In 2006\, Kahn and Kalai conjectured that for any nontrivial increasing property on a finite set\, its threshold is never far from its “expectation-threshold\,” which is a natural (and often easy to calculate) lower bound on the threshold. \nIn the first talk on Monday\, I will introduce the Kahn-Kalai Conjecture with some motivating examples and then briefly talk about the recent resolution of the Kahn-Kalai Conjecture due to Huy Pham and myself. \nIn the second talk on Tuesday\, I will discuss our proof of the conjecture in detail.
URL:https://dimag.ibs.re.kr/event/2022-07-19/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220718T163000
DTEND;TZID=Asia/Seoul:20220718T173000
DTSTAMP:20260506T102840
CREATED:20220622T073000Z
LAST-MODIFIED:20240705T171147Z
UID:5878-1658161800-1658165400@dimag.ibs.re.kr
SUMMARY:Jinyoung Park (박진영)\, Thresholds 1/2
DESCRIPTION:Thresholds for increasing properties of random structures are a central concern in probabilistic combinatorics and related areas. In 2006\, Kahn and Kalai conjectured that for any nontrivial increasing property on a finite set\, its threshold is never far from its “expectation-threshold\,” which is a natural (and often easy to calculate) lower bound on the threshold. \nIn the first talk on Monday\, I will introduce the Kahn-Kalai Conjecture with some motivating examples and then briefly talk about the recent resolution of the Kahn-Kalai Conjecture due to Huy Pham and myself. \nIn the second talk on Tuesday\, I will discuss our proof of the conjecture in detail.
URL:https://dimag.ibs.re.kr/event/2022-07-18/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220711T163000
DTEND;TZID=Asia/Seoul:20220711T173000
DTSTAMP:20260506T102840
CREATED:20220711T073000Z
LAST-MODIFIED:20240707T075632Z
UID:5896-1657557000-1657560600@dimag.ibs.re.kr
SUMMARY:Kevin Hendrey\, Product Structure of Graph Classes with Bounded Treewidth
DESCRIPTION:The strong product $G\boxtimes H$ of graphs $G$ and $H$ is the graph on the cartesian product $V(G)\times V(H)$ such that vertices $(v\,w)$ and $(x\,y)$ are adjacent if and only if $\max\{d_G(v\,x)\,d_H(w\,y)\}=1$. Graph product structure theory aims to describe complicated graphs in terms of subgraphs of strong products of simpler graphs. This area of research was initiated by Dujmović\, Joret\, Micek\, Morin\, Ueckerdt and Wood\, who showed that every planar graph is a subgraph of the strong product of a $H\boxtimes P\boxtimes K_3$ for some path $P$ and some graph $H$ of treewidth at most $3$. In this talk\, I will discuss the product structure of various graph classes of bounded treewidth. As an example\, we show that there is a function $f:\mathbb{N}\rightarrow \mathbb{N}$ such that every planar graph of treewidth at most $k$ is a subgraph of $H\boxtimes K_{f(k)}$ for some graph $H$ of treewidth at most $3$. \nThis is based on joint work with Campbell\, Clinch\, Distel\, Gollin\, Hickingbotham\, Huynh\, Illingworth\, Tamitegama\, Tan and Wood.
URL:https://dimag.ibs.re.kr/event/2022-07-11/
LOCATION:Room B232\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220704T163000
DTEND;TZID=Asia/Seoul:20220704T173000
DTSTAMP:20260506T102840
CREATED:20220704T073000Z
LAST-MODIFIED:20240707T075651Z
UID:5797-1656952200-1656955800@dimag.ibs.re.kr
SUMMARY:Eric Vigoda\, Computational phase transition and MCMC algorithms
DESCRIPTION:This talk will highlight recent results establishing a beautiful computational phase transition for approximate counting/sampling in (binary) undirected graphical models (such as the Ising model or on weighted independent sets). The computational problem is to sample from the equilibrium distribution of the model or equivalently approximate the corresponding normalizing factor known as the partition function. We show that when correlations die off on the infinite D-regular tree then the Gibbs sampler has optimal mixing time of $O(n \log n)$ on any graph of maximum degree D\, whereas when the correlations persist (in the limit) then the sampling/counting problem are NP-hard to approximate.  The Gibbs sampler is a simple Markov Chain Monte Carlo (MCMC) algorithm. Key to these mixing results are a new technique known as spectral independence which considers the pairwise influence of vertices. We show that spectral independence implies an optimal convergence rate for a variety of MCMC algorithms.
URL:https://dimag.ibs.re.kr/event/2022-07-04/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220627T163000
DTEND;TZID=Asia/Seoul:20220627T173000
DTSTAMP:20260506T102840
CREATED:20220627T073000Z
LAST-MODIFIED:20240707T075705Z
UID:5733-1656347400-1656351000@dimag.ibs.re.kr
SUMMARY:Ben Lund\, Radial projections in finite space
DESCRIPTION:Given a set $E$ and a point $y$ in a vector space over a finite field\, the radial projection $\pi_y(E)$ of $E$ from $y$ is the set of lines that through $y$ and points of $E$. Clearly\, $|\pi_y(E)|$ is at most the minimum of the number of lines through $y$ and $|E|$. I will discuss several results on the general question: For how many points $y$ can $|\pi_y(E)|$ be much smaller than this maximum? \nThis is motivated by an analogous question in fractal geometry. The Hausdorff dimension of a radial projection of a set $E$ in $n$ dimensional real space will typically be the minimum of $n-1$ and the Hausdorff dimension of $E$. Several recent papers by authors including Matilla\, Orponen\, Liu\, Shmerikin\, and Wang consider the question: How large can the set of points with small radial projections be? This body of work has several important applications\, including recent progress on the Falconer distance conjecture. \nThis is joint with Thang Pham and Vu Thi Huong Thu.
URL:https://dimag.ibs.re.kr/event/2022-06-27/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220613T163000
DTEND;TZID=Asia/Seoul:20220613T173000
DTSTAMP:20260506T102840
CREATED:20220613T073000Z
LAST-MODIFIED:20240707T075724Z
UID:5578-1655137800-1655141400@dimag.ibs.re.kr
SUMMARY:Amadeus Reinald\, Twin-width and forbidden subdivisions
DESCRIPTION:Twin-width is a recently introduced graph parameter based on vertex contraction sequences. On classes of bounded twin-width\, problems expressible in FO logic can be solved in FPT time when provided with a sequence witnessing the bound. Classes of bounded twin-width are very diverse\, notably including bounded rank-width\, $\Omega ( \log (n) )$-subdivisions of graphs of size $n$\, and proper minor closed classes. In this talk\, we look at developing a structural understanding of twin-width in terms of induced subdivisions. \nStructural characterizations of graph parameters have mostly looked at graph minors\, for instance\, bounded tree-width graphs are exactly those forbidding a large wall minor. An analogue in terms of induced subgraphs could be that\, for sparse graphs\, large treewidth implies the existence of an induced subdivision of a large wall. However\, Sintiari and Trotignon have ruled out such a characterization by showing the existence of graphs with arbitrarily large girth avoiding any induced subdivision of a theta ($K_{2\,3}$). Abrishami\, Chudnovsky\, Hajebi and Spirkl have recently shown that such (theta\, triangle)-free classes have nevertheless logarithmic treewidth. \nAfter an introduction to twin-width and its ties to vertex orderings\, we show that theta-free graphs of girth at least 5 have bounded twin-width. \nJoint work with Édouard Bonnet\, Eun Jung Kim\, Stéphan Thomassé and Rémi Watrigant.
URL:https://dimag.ibs.re.kr/event/2022-06-13/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Asia/Seoul:20220530T163000
DTEND;TZID=Asia/Seoul:20220530T173000
DTSTAMP:20260506T102840
CREATED:20220530T073000Z
LAST-MODIFIED:20240705T172232Z
UID:5495-1653928200-1653931800@dimag.ibs.re.kr
SUMMARY:Hongseok Yang (양홍석)\, Learning Symmetric Rules with SATNet
DESCRIPTION:SATNet is a differentiable constraint solver with a custom backpropagation algorithm\, which can be used as a layer in a deep-learning system. It is a promising proposal for bridging deep learning and logical reasoning. In fact\, SATNet has been successfully applied to learn\, among others\, the rules of a complex logical puzzle\, such as Sudoku\, just from input and output pairs where inputs are given as images. In this paper\, we show how to improve the learning of SATNet by exploiting symmetries in the target rules of a given but unknown logical puzzle or more generally a logical formula. We present SymSATNet\, a variant of SATNet that translates the given symmetries of the target rules to a condition on the parameters of SATNet and requires that the parameters should have a particular parametric form that guarantees the condition. The requirement dramatically reduces the number of parameters to learn for the rules with enough symmetries\, and makes the parameter learning of SymSATNet much easier than that of SATNet. We also describe a technique for automatically discovering symmetries of the target rules from examples. Our experiments with Sudoku and Rubik’s cube show the substantial improvement of SymSATNet over the baseline SATNet. \nThis is joint work with Sangho Lim and Eungyeol Oh.
URL:https://dimag.ibs.re.kr/event/2022-05-30/
LOCATION:Room B332\, IBS (기초과학연구원)
CATEGORIES:Discrete Math Seminar
END:VEVENT
END:VCALENDAR