| 2019 | AISTATS | Active multiple matrix completion with adaptive confidence sets. | Andrea Locatelli, Alexandra Carpentier, Michal Valko |
| 2019 | AISTATS | Rotting bandits are no harder than stochastic ones. | Julien Seznec, Andrea Locatelli, Alexandra Carpentier, Alessandro Lazaric, Michal Valko |
| 2018 | ALT | An Adaptive Strategy for Active Learning with Smooth Decision Boundary. | Andrea Locatelli, Alexandra Carpentier, Samory Kpotufe |
| 2018 | COLT | Adaptivity to Smoothness in X-armed bandits. | Andrea Locatelli, Alexandra Carpentier |
| 2017 | COLT | Adaptivity to Noise Parameters in Nonparametric Active Learning. | Andrea Locatelli, Alexandra Carpentier, Samory Kpotufe |
| 2016 | COLT | Tight (Lower) Bounds for the Fixed Budget Best Arm Identification Bandit Problem. | Alexandra Carpentier, Andrea Locatelli |
| 2016 | ECMS | Modelling And Optimization Of The Second-Harmonic Radiation Pattern In Dielectric Nanoantennas. | Davide Rocco, Luca Carletti, Andrea Locatelli, Costantino De Angelis, Valerio F. Gili, Giuseppe Leo |
| 2016 | ICML | An optimal algorithm for the Thresholding Bandit Problem. | Andrea Locatelli, Maurilio Gutzeit, Alexandra Carpentier |
| 2014 | ECMS | Efficient Modeling Of Graphene Based Optical Devices. | Costantino De Angelis, Andrea Locatelli |