NeurIPS 2021 Conference

Nine research papers coauthored by CREST members accepted at NeurIPS 2021 Conference:

Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge
Reda Ouhamma · Odalric-Ambrym Maillard · Vianney Perchet

Decentralized Learning in Online Queuing Systems
Flore Sentenac · Etienne Boursier · Vianney Perchet

Online Matching in Sparse Random Graphs: Non-Asymptotic Performances of Greedy Algorithm
Nathan Noiry · Vianney Perchet · Flore Sentenac

Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits
Reda Ouhamma · Rémy Degenne · Vianney Perchet · Pierre Gaillard

Making the most of your day: online learning for optimal allocation of time
Etienne Boursier · Tristan Garrec · Vianney Perchet · Marco Scarsini

A New Theoretical Framework for Fast and Accurate Online Decision-Making
Nicolò Cesa-Bianchi · Tom Cesari · Yishay Mansour · Vianney Perchet

Local Differential Privacy for Regret Minimization in Reinforcement Learning
Evrard Garcelon · Vianney Perchet · Ciara Pike-Burke · Matteo Pirotta

Distributed Zero-Order Optimization under Adversarial Noise
Arya Akhavanfoomani · Massimiliano Pontil · Alexandre Tsybakov

Locally differentially private estimation of functionals of discrete distributions
Cristina Butucea · Yann Issartel