Publications associées à Bounded expansion

Counting and Sampling from Markov Equivalent DAGs Using Clique Trees

Negar Kiyavash, Saber Salehkaleybar, Kun Zhang

A directed acyclic graph (DAG) is the most common graphical model for representing causal relationships among a set of variables. When restricted to using only observational data, the structure of the ground truth DAG is identifiable only up to Markov equi ...

AAAI Press2019

Testing Graph Clusterability: Algorithms and Lower Bounds

Mikhail Kapralov, Aidasadat Mousavifar, Ashish Hari Chiplunkar

We consider the problem of testing graph cluster structure: given access to a graph G = (V, E), can we quickly determine whether the graph can be partitioned into a few clusters with good inner conductance, or is far from any such graph? This is a generali ...

IEEE COMPUTER SOC2018

Lower Bounds on Active Learning for Graphical Model Selection

Volkan Cevher, Jonathan Mark Scarlett

We consider the problem of estimating the underlying graph associated with a Markov random field, with the added twist that the decoding algorithm can iteratively choose which subsets of nodes to sample based on the previous samples, resulting in an active ...

2017

On the Zarankiewicz problem for intersection hypergraphs

János Pach

Let d and t be fixed positive integers, and let denote the complete d-partite hypergraph with t vertices in each of its parts, whose hyperedges are the d-tuples of the vertex set with precisely one element from each part. According to a fundamental theorem ...

Academic Press Inc Elsevier Science2016

Exponential extinction time of the contact process on finite graphs

Thomas Mountford, Daniel Rodrigues Valesin, Jean-Christophe Mourrat

We study the extinction time tau of the contact process started with full occupancy on finite trees of bounded degree. We show that, if the infection rate is larger than the critical rate for the contact process on Z, then, uniformly over all trees of degr ...

Elsevier Science Bv2016

Assembling a Network out of Ambiguous Patches

Matthias Grossglauser, Lyudmila Yartseva, Jefferson Elbert Simões

Many graph mining and network analysis problems rely on the availability of the full network over a set of nodes. But inferring a full network is sometimes non-trivial if the raw data is in the form of many small {\em patches} or subgraphs, of the true net ...

2016

Scaling a Reliable Distributed System

Alexandre David Olivier Maurer

We consider the problem of reliably connecting an arbitrarily large set of computers (nodes) with communication channels. Reliability means here the ability, for any two nodes, to remain connected (i.e., their ability to communicate) with probability at le ...

LPD EPFL2016

Drawing Planar Graphs Of Bounded Degree With Few Slopes

János Pach, Balázs Keszegh, Doemoetoer Palvoelgyi

We settle a problem of Dujmovic, Eppstein, Suderman, and Wood by showing that there exists a function f with the property that every planar graph G with maximum degree d admits a drawing with noncrossing straight-line edges, using at most f(d) different sl ...

Siam Publications2013

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Bounded expansion

Random walks and forbidden minors III: poly(d epsilon(-1))-time partition oracles for minor-free graph classes

Counting and Sampling from Markov Equivalent DAGs Using Clique Trees

Testing Graph Clusterability: Algorithms and Lower Bounds

Lower Bounds on Active Learning for Graphical Model Selection

On the Zarankiewicz problem for intersection hypergraphs

Exponential extinction time of the contact process on finite graphs

Assembling a Network out of Ambiguous Patches

Scaling a Reliable Distributed System

Bootstrap Percolation in Power-Law Random Graphs

Drawing Planar Graphs Of Bounded Degree With Few Slopes

Graph Chatbot

Chattez avec Graph Search

On the Zarankiewicz problem for intersection hypergraphs

Random walks and forbidden minors III: poly(d epsilon(-1))-time partition oracles for minor-free graph classes

Counting and Sampling from Markov Equivalent DAGs Using Clique Trees

Lower Bounds on Active Learning for Graphical Model Selection

Testing Graph Clusterability: Algorithms and Lower Bounds

Drawing Planar Graphs Of Bounded Degree With Few Slopes

Exponential extinction time of the contact process on finite graphs

Assembling a Network out of Ambiguous Patches

Bootstrap Percolation in Power-Law Random Graphs

Scaling a Reliable Distributed System