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All publications by Alexandre Proutiere
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Fast and Memory Optimal Low-Rank Matrix Approximation
Se-young Yun, Marc Lelarge and Alexandre Proutiere
Advances in Neural Information Processing Systems 28, 2015


Combinatorial Bandits Revisited
Richard Combes, Mohammad Shahi, Alexandre Proutiere and Marc Lelarge
Advances in Neural Information Processing Systems 28, 2015


Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms
Richard Combes and Alexandre Proutiere
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Streaming, Memory Limited Algorithms for Community Detection
Se-young Yun, Marc Lelarge and Alexandre Proutiere
Advances in Neural Information Processing Systems 27, 2014


Two-Target Algorithms for Infinite-Armed Bandits with Bernoulli Rewards
Thomas Bonald and Alexandre Proutiere
Advances in Neural Information Processing Systems 26, 2013