S. Magureanu, R. Combes, A. Proutiere, “Minimal Exploration in Structured Stochastic Bandits”, NIPS 2017 (accepted as spotlight, to appear), Long Beach, California.[pdf]

S. Magureanu, A. Proutiere, Marcus Isaksson, Boxun Zhang, “Online Learning of Optimally Diverse Rankings”, SIGMETRICS 2018 (accepted, to appear December 2018), Irvine, California.


S. Magureanu, “Structured Stochastic Bandits”, Licentiate Thesis. [pdf]

P. Chaporkar, S. Magureanu, A. Proutiere, “Optimal Distributed Scheduling in Wireless Networks under the SINR Interference Model”, IEEE/ACM Transactions on Networking, Vol. 24, No. 4, [pdf].


R. Combes, S. Magureanu, A. Proutiere, C. Laroche, “Learning to Rank: Regret Lower Bounds and Efficient Algorithms”, ACM SIGMETRICS 2015, Portland, Oregon. [pdf]


S. Magureanu, R. Combes, A. Proutiere, “Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms”, COLT 2014, Barcelona. [pdf]