Aurélien Garivier

Aurélien Garivier

École Normale Supérieure de Lyon

H-index: 28

Europe-France

About Aurélien Garivier

Aurélien Garivier, With an exceptional h-index of 28 and a recent h-index of 22 (since 2020), a distinguished researcher at École Normale Supérieure de Lyon, specializes in the field of Machine learning, Sequential Statistics, Information Theory, Statistics, Markov Models.

His recent articles reflect a diverse array of research interests and contributions to the field:

Beyond average return in markov decision processes

On Adaptivity in Quantum Testing

Beyond Average Reward in Markov Decision Processes

Quantum channel certification with incoherent strategies

Quantum channel certification with incoherent measurements

On best-arm identification with a fixed budget in non-parametric multi-armed bandits

Private statistical estimation of many quantiles

About the cost of central privacy in density estimation

Aurélien Garivier Information

University

Position

___

Citations(all)

5569

Citations(since 2020)

3624

Cited By

3406

hIndex(all)

28

hIndex(since 2020)

22

i10Index(all)

49

i10Index(since 2020)

39

Email

University Profile Page

École Normale Supérieure de Lyon

Google Scholar

View Google Scholar Profile

Aurélien Garivier Skills & Research Interests

Machine learning

Sequential Statistics

Information Theory

Statistics

Markov Models

Top articles of Aurélien Garivier

Title

Journal

Author(s)

Publication Date

Beyond average return in markov decision processes

Advances in Neural Information Processing Systems

Alexandre Marthe

Aurélien Garivier

Claire Vernade

2024/2/13

On Adaptivity in Quantum Testing

Transactions on Machine Learning Research

Omar Fawzi

Nicolas Flammarion

Aurélien Garivier

Aadil Oufkir

2023/5/26

Beyond Average Reward in Markov Decision Processes

Alexandre Marthe

Aurélien Garivier

Claire Vernade

2023/7/20

Quantum channel certification with incoherent strategies

arXiv preprint arXiv:2303.01188

Omar Fawzi

Nicolas Flammarion

Aurélien Garivier

Aadil Oufkir

2023/3/2

Quantum channel certification with incoherent measurements

Omar Fawzi

Nicolas Flammarion

Aurélien Garivier

Aadil Oufkir

2023/7/12

On best-arm identification with a fixed budget in non-parametric multi-armed bandits

Antoine Barrier

Aurélien Garivier

Gilles Stoltz

2023/2/13

Private statistical estimation of many quantiles

Clément Lalanne

Aurélien Garivier

Rémi Gribonval

2023/7/3

About the cost of central privacy in density estimation

Transactions on Machine Learning Research

Clément Lalanne

Aurélien Garivier

Rémi Gribonval

2023/6/28

Private quantiles estimation in the presence of atoms

Information and Inference: A Journal of the IMA

Clément Lalanne

Clément Gastaud

Nicolas Grislain

Aurélien Garivier

Rémi Gribonval

2023/9

About the Cost of Global Privacy in Density Estimation

arXiv preprint arXiv:2306.14535

Clément Lalanne

Aurélien Garivier

Rémi Gribonval

2023/6/26

Génération de traces cellulaires réalistes

Anne Josiane Kouam

Aline Carneiro Viana

Aurélien Garivier

Alain Tchana

2022/5/30

Sequential algorithms for testing identity and closeness of distributions

arXiv preprint arXiv:2205.06069

Omar Fawzi

Nicolas Flammarion

Aurélien Garivier

Aadil Oufkir

2022/5/12

Regret Analysis of the Stochastic Direct Search Method for Blind Resource Allocation

arXiv preprint arXiv:2210.05222

Juliette Achddou

Olivier Cappe

Aurélien Garivier

2022/10/11

A non-asymptotic approach to best-arm identification for gaussian bandits

Antoine Barrier

Aurélien Garivier

Tomáš Kocák

2022/5/3

On the statistical complexity of estimation and testing under privacy constraints

arXiv preprint arXiv:2210.02215

Clément Lalanne

Aurélien Garivier

Rémi Gribonval

2022/10/5

KL-UCB-switch: optimal regret bounds for stochastic bandits from both a distribution-dependent and a distribution-free viewpoints

Journal of Machine Learning Research

Aurélien Garivier

Hédi Hadiji

Pierre Menard

Gilles Stoltz

2022

On the Complexity of All -Best Arms Identification

Aymen Al Marjani

Tomas Kocak

Aurélien Garivier

2022/9/19

Nonasymptotic sequential tests for overlapping hypotheses applied to near-optimal arm identification in bandit models

Sequential Analysis

Aurélien Garivier

Emilie Kaufmann

2021/1/15

A/B/n Testing with Control in the Presence of Subpopulations

Yoan Russac

Christina Katsimerou

Dennis Bohle

Olivier Cappé

Aurélien Garivier

...

2021/10

Navigating to the best policy in markov decision processes

Advances in Neural Information Processing Systems

Aymen Al Marjani

Aurélien Garivier

Alexandre Proutiere

2021/12/6

See List of Professors in Aurélien Garivier University(École Normale Supérieure de Lyon)

Co-Authors

H-index: 76
Csaba Szepesvari

Csaba Szepesvari

University of Alberta

H-index: 73
Eric Moulines

Eric Moulines

École Polytechnique

H-index: 29
randal douc

randal douc

Télécom SudParis

H-index: 25
Sarah Filippi

Sarah Filippi

Imperial College London

H-index: 16
Jimmy Olsson

Jimmy Olsson

Kungliga Tekniska högskolan

H-index: 11
Florencia Leonardi

Florencia Leonardi

Universidade de São Paulo

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