Locatelli, Andrea

6 publications

AISTATS 2019 Active Multiple Matrix Completion with Adaptive Confidence Sets Andrea Locatelli, Alexandra Carpentier, Michal Valko

AISTATS 2019 Rotting Bandits Are No Harder than Stochastic Ones Julien Seznec, Andrea Locatelli, Alexandra Carpentier, Alessandro Lazaric, Michal Valko

COLT 2018 Adaptivity to Smoothness in X-Armed Bandits Andrea Locatelli, Alexandra Carpentier

ALT 2018 An Adaptive Strategy for Active Learning with Smooth Decision Boundary Andrea Locatelli, Alexandra Carpentier, Samory Kpotufe

ICML 2016 An Optimal Algorithm for the Thresholding Bandit Problem Andrea Locatelli, Maurilio Gutzeit, Alexandra Carpentier

COLT 2016 Tight (Lower) Bounds for the Fixed Budget Best Arm Identification Bandit Problem Alexandra Carpentier, Andrea Locatelli