261 citations · 1.4k across the 45 of their papers we have counts for
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math.ST2016
Basic models and questions in statistical network analysis
Miklos Z. Racz, Sébastien Bubeck
Extracting information from large graphs has become an important statistical problem since network data is now common in various fields. In this minicourse we will investigate the…
math.ST2014
Testing for high-dimensional geometry in random graphs
Sébastien Bubeck, Jian Ding, Ronen Eldan +1
We study the problem of detecting the presence of an underlying high-dimensional geometric structure in a random graph. Under the null hypothesis, the observed graph is a realizati…
math.ST2011
Lipschitz Bandits without the Lipschitz Constant
Sébastien Bubeck, Gilles Stoltz, Jia Yuan Yu
We consider the setting of stochastic bandit problems with a continuum of arms. We first point out that the strategies considered so far in the literature only provided theoretical…