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Christophe Paul

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9 papers
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9

FOCS Conference 2024 Conference Paper

Obstructions to Erdös-Pósa Dualities for Minors

  • Christophe Paul
  • Evangelos Protopapas
  • Dimitrios M. Thilikos
  • Sebastian Wiederrecht

Let $\mathcal{G}$ and $\mathcal{H}$ be minor-closed graph classes. We say that the pair $(\mathcal{H}, \ \mathcal{G})$ is an Erdös-Pósa pair (EP-pair) if there exists a function $f$ such that for every $k$ and every graph $G\in \mathcal{G}$, either $G$ has $k$ pairwise vertex-disjoint sub graphs which do not belong to $\mathcal{H}$, or there exists a set $S\subseteq V(G)$ of size at most $f(k)$ for which $G-S\in \mathcal{H}$. The classic result of Erdös and Pósa says that if $\mathcal{F}$ is the class of forests, then $(\mathcal{F}, \mathcal{G})$ is an EP-pair for all graph classes $\mathcal{G}$. A minor-closed graph class $\mathcal{G}$ is an EP-counterexample for $\mathcal{H}$ if $\mathcal{G}$ is minimal with the property that $(\mathcal{H}, \ \mathcal{G})$ is not an EP-pair. In this paper, we prove that for every minor-closed graph class $\mathcal{H}$ the set $\mathfrak{C}_{\mathcal{H}}$ of all EP-counterexamples for $\mathcal{H}$ is finite. In particular, we provide a complete characterization of $\mathfrak{C}_{\mathcal{H}}$ for every $\mathcal{H}$ and give a constructive upper bound on its size. We show that each class $\mathcal{G}$ in $\mathfrak{C}_{\mathcal{H}}$ can be described as the set of all minors of some, suitably defined, sequence of grid-like graphs $\langle{W}_{k}\rangle_{k\in \mathbb{N}}$. Moreover, each $\mathrm{W}_{k}$ admits a half-integral packing, i. e. , $k$ copies of some $H\not\in \mathcal{H}$ where no vertex is used more than twice. This implies a complete delineation of the half-integrality threshold of the Erdös-Pósa property for minors and as a corollary, we obtain a constructive proof of Thomas' conjecture on the half-integral Erdös-Pósa property for minors which was recently confirmed by Liu. Our results are algorithmic. Let $h=h(\mathcal{H})$ denote the maximum size of an obstruction to $\mathcal{H}$. For every minor-closed graph class $\mathcal{H}$, we construct an algorithm that, given a graph $G$ and an integer $k$, either outputs a half-integral packing of $k$ copies of some $H\not\in \mathcal{H}$ or outputs a set of at most $2^{k^{\overline{\mathcal{O}}_{h}(1)}}$ vertices whose deletion creates a graph in $\mathcal{H}$ in time $2^{2^{k^{\mathcal{O}_{h}(1)}}}\cdot\vert G\vert ^{4}\log\vert G\vert$. Moreover, as a consequence of our results, for every minor-closed class $\mathcal{H}$, we obtain min-max-dualities, which may be seen as analogues of the celebrated Grid Theorem of Robertson and Seymour, for the recently introduced parameters $\mathcal{H}$ -treewidth and elimination distance to $\mathcal{H}$.

MFCS Conference 2020 Conference Paper

Hierarchical Clusterings of Unweighted Graphs

  • Svein Høgemo
  • Christophe Paul
  • Jan Arne Telle

We study the complexity of finding an optimal hierarchical clustering of an unweighted similarity graph under the recently introduced Dasgupta objective function. We introduce a proof technique, called the normalization procedure, that takes any such clustering of a graph G and iteratively improves it until a desired target clustering of G is reached. We use this technique to show both a negative and a positive complexity result. Firstly, we show that in general the problem is NP-complete. Secondly, we consider min-well-behaved graphs, which are graphs H having the property that for any k the graph H^{(k)} being the join of k copies of H has an optimal hierarchical clustering that splits each copy of H in the same optimal way. To optimally cluster such a graph H^{(k)} we thus only need to optimally cluster the smaller graph H. Co-bipartite graphs are min-well-behaved, but otherwise they seem to be scarce. We use the normalization procedure to show that also the cycle on 6 vertices is min-well-behaved.

MFCS Conference 2011 Conference Paper

Conflict Packing Yields Linear Vertex-Kernels for k -FAST, k -dense RTI and a Related Problem

  • Christophe Paul
  • Anthony Perez 0001
  • Stéphan Thomassé

Abstract We develop a technique that we call Conflict Packing in the context of kernelization [7]. We illustrate this technique on several well-studied problems: Feedback Arc Set in Tournaments, Dense Rooted Triplet Inconsistency and Betweenness in Tournaments. For the former, one is given a tournament T = ( V, A ) and seeks a set of at most k arcs whose reversal in T results in an acyclic tournament. While a linear vertex-kernel is already known for this problem [6], using the Conflict Packing allows us to find a so-called safe partition, the central tool of the kernelization algorithm in [6], with simpler arguments. Regarding the Dense Rooted Triplet Inconsistency problem, one is given a set of vertices V and a dense collection \(\mathcal{R}\) of rooted binary trees over three vertices of V and seeks a rooted tree over V containing all but at most k triplets from \(\mathcal{R}\). Using again the Conflict Packing, we prove that the Dense Rooted Triplet Inconsistency problem admits a linear vertex-kernel. This result improves the best known bound of O ( k 2) vertices for this problem [16]. Finally, we use this technique to obtain a linear vertex-kernel for Betweenness in Tournaments, where one is given a set of vertices V and a dense collection \(\mathcal{R}\) of betweenness triplets and seeks an ordering containing all but at most k triplets from \(\mathcal{R}\). To the best of our knowledge this result constitutes the first polynomial kernel for the problem.