Andrea Locatelli

According to our database, Andrea Locatelli authored at least 9 papers between 2014 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Rotting bandits are no harder than stochastic ones.

Julien Seznec, Andrea Locatelli, Alexandra Carpentier, Alessandro Lazaric, Michal Valko

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Active multiple matrix completion with adaptive confidence sets.

Andrea Locatelli, Alexandra Carpentier, Michal Valko

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Adaptivity to Smoothness in X-armed bandits.

Andrea Locatelli, Alexandra Carpentier

Proceedings of the Conference On Learning Theory, 2018

An Adaptive Strategy for Active Learning with Smooth Decision Boundary.

Andrea Locatelli, Alexandra Carpentier, Samory Kpotufe

Proceedings of the Algorithmic Learning Theory, 2018

2017

Adaptivity to Noise Parameters in Nonparametric Active Learning.

Andrea Locatelli, Alexandra Carpentier, Samory Kpotufe

Proceedings of the 30th Conference on Learning Theory, 2017

2016

An optimal algorithm for the Thresholding Bandit Problem.

Andrea Locatelli, Maurilio Gutzeit, Alexandra Carpentier

Proceedings of the 33nd International Conference on Machine Learning, 2016

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

Proceedings of the 30th European Conference on Modelling and Simulation, 2016

Tight (Lower) Bounds for the Fixed Budget Best Arm Identification Bandit Problem.

Alexandra Carpentier, Andrea Locatelli

Proceedings of the 29th Conference on Learning Theory, 2016

2014

Efficient Modeling Of Graphene Based Optical Devices.

Costantino De Angelis, Andrea Locatelli

Proceedings of the 28th European Conference on Modelling and Simulation, 2014