

Generative AI and Diffusion Models: a Statistical Physics Analysis (3/3)
By Giulio Biroli


Exploring the High-dimensional Random Landscapes of Data Science (3/3)
By Gérard Ben Arous
Appears in collections : IX Latin and American algorithms, graphs and optimization symposium (LAGOS 2017) / 9e symposium latino et americain des algorithmes, graphes et de l'optimisation (LAGOS 2017), Exposés de recherche
The problem of testing if a graph can be colored with a given number $k$ of colors is $NP$-complete for every $k>2$. But what if we have more information about the input graph, namely that some fixed graph $H$ is not present in it as an induced subgraph? It is known that the problem remains $NP$-complete even for $k=3$, unless $H$ is the disjoint union of paths. We consider the following two questions: 1) For which graphs $H$ is there a polynomial time algorithm to 3-color (or in general $k$-color) an $H$-free graph? 2) For which graphs $H$ are there finitely many 4-critical $H$-free graphs? This talk will survey recent progress on these questions, and in particular give a complete answer to the second one.