Etienne Boursier | DeepAI

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∙ 03/02/2023

Penalising the biases in norm regularisation enforces sparsity

Controlling the parameters' norm often yields good generalisation when t...

0 Etienne Boursier, et al. ∙

∙ 03/02/2023

Model agnostic methods meta-learn despite misspecifications

Due to its empirical success on few shot classification and reinforcemen...

0 Oguz Yuksel, et al. ∙

∙ 11/29/2022

A survey on multi-player bandits

Due mostly to its application to cognitive radio networks, multiplayer b...

0 Etienne Boursier, et al. ∙

∙ 06/02/2022

Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs

The training of neural networks by gradient descent methods is a corners...

0 Etienne Boursier, et al. ∙

∙ 02/14/2022

Trace norm regularization for multi-task learning with scarce data

Multi-task learning leverages structural similarities between multiple t...

0 Etienne Boursier, et al. ∙

∙ 06/08/2021

Decentralized Learning in Online Queuing Systems

Motivated by packet routing in computer networks, online queuing systems...

0 Flore Sentenac, et al. ∙

∙ 02/16/2021

Making the most of your day: online learning for optimal allocation of time

We study online learning for optimal allocation when the resource to be ...

0 Etienne Boursier, et al. ∙

∙ 07/20/2020

Speed of Social Learning from Reviews in Non-Stationary Environments

Potential buyers of a product or service tend to first browse feedback f...

0 Etienne Boursier, et al. ∙

∙ 06/11/2020

Statistical Efficiency of Thompson Sampling for Combinatorial Semi-Bandits

We investigate stochastic combinatorial multi-armed bandit with semi-ban...

0 Pierre Perrault, et al. ∙

∙ 02/04/2020

Selfish Robustness and Equilibria in Multi-Player Bandits

Motivated by cognitive radios, stochastic multi-player multi-armed bandi...

0 Etienne Boursier, et al. ∙

∙ 05/27/2019

Private Learning and Regularized Optimal Transport

Private data are valuable either by remaining private (for instance if t...

0 Etienne Boursier, et al. ∙

∙ 09/21/2018

SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits

We consider the stochastic multiplayer multi-armed bandit problem, where...

0 Etienne Boursier, et al. ∙

∙ 08/14/2018

Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees

Plato provides sound and tight deterministic error guarantees for approx...

0 Etienne Boursier, et al. ∙

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