Colin Sandon

Community Detection in General Stochastic Block models: Fundamental Limits and Efficient Algorithms for Recovery

Emmanuel Abbé, Colin Sandon · 2015 · 268 citations

Business, Decision Sciences, Collective Behavior +14

Detection in the stochastic block model with multiple clusters: proof of the achievability conjectures, acyclic BP, and the information-computation gap

Emmanuel Abbé, Colin Sandon · arXiv (Cornell University) · 2015 · 69 citations · Full text

Engineering, Computer Science, Complex Systems +9

Community detection in general stochastic block models: fundamental limits and efficient recovery algorithms

Emmanuel Abbé, Colin Sandon · arXiv (Cornell University) · 2015 · 65 citations · Full text

Business, Decision Sciences, Complex Systems +14

Proof of the Achievability Conjectures for the General Stochastic Block Model

Emmanuel Abbé, Colin Sandon · Communications on Pure and Applied Mathematics · 2017 · 52 citations

Natural Sciences, Computer Science, Mathematics +12

Provable limitations of deep learning

Emmanuel Abbé, Colin Sandon · arXiv (Cornell University) · 2018 · 40 citations · Full text

Computing, Computer Science, Algorithms +13