Victor-Emmanuel Brunel

About Victor-Emmanuel Brunel

Victor-Emmanuel Brunel, With an exceptional h-index of 13 and a recent h-index of 11 (since 2020), a distinguished researcher at ENSAE ParisTech, specializes in the field of Mathematical statistics, Machine learning theory.

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

Recovering a magnitude-symmetric matrix from its principal minors

Concentration of empirical barycenters in metric spaces

Bayesian Off-Policy Evaluation and Learning for Large Action Spaces

Exponential smoothing for off-policy learning

Convex generalized Fr\'echet means in a metric tree

Geodesically convex -estimation in metric spaces

Estimation of convex supports from noisy measurements

Statistical guarantees for generative models without domination

Victor-Emmanuel Brunel Information

University

Position

-CREST Assistant Professor in Statistics

Citations(all)

418

Citations(since 2020)

368

Cited By

179

hIndex(all)

13

hIndex(since 2020)

11

i10Index(all)

15

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Victor-Emmanuel Brunel Skills & Research Interests

Mathematical statistics

Machine learning theory

Top articles of Victor-Emmanuel Brunel

Title

Journal

Author(s)

Publication Date

Recovering a magnitude-symmetric matrix from its principal minors

arXiv preprint arXiv:2404.06302

Victor-Emmanuel Brunel

John Urschel

2024/4/9

Concentration of empirical barycenters in metric spaces

Victor-Emmanuel Brunel

Jordan Serres

2024/3/15

Bayesian Off-Policy Evaluation and Learning for Large Action Spaces

arXiv preprint arXiv:2402.14664

Imad Aouali

Victor-Emmanuel Brunel

David Rohde

Anna Korba

2024/2/22

Exponential smoothing for off-policy learning

Imad Aouali

Victor-Emmanuel Brunel

David Rohde

Anna Korba

2023/5/25

Convex generalized Fr\'echet means in a metric tree

arXiv preprint arXiv:2310.17435

Gabriel Romon

Victor-Emmanuel Brunel

2023/10/26

Geodesically convex -estimation in metric spaces

Victor-Emmanuel Brunel

2023/7/12

Estimation of convex supports from noisy measurements

Victor-Emmanuel Brunel

Jason M Klusowski

Dana Yang

2021/5

Statistical guarantees for generative models without domination

Nicolas Schreuder

Victor-Emmanuel Brunel

Arnak Dalalyan

2021/3/1

A nonasymptotic law of iterated logarithm for general M-estimators

Nicolas Schreuder

Victor-Emmanuel Brunel

Arnak Dalalyan

2020/6/3

Propose, test, release: Differentially private estimation with high probability

arXiv preprint arXiv:2002.08774

Victor-Emmanuel Brunel

Marco Avella-Medina

2020/2/19

Deviation inequalities for random polytopes in arbitrary convex bodies

Victor-Emmanuel Brunel

2020/11/1

Scalable learning and MAP inference for nonsymmetric determinantal point processes

arXiv preprint arXiv:2006.09862

Mike Gartrell

Insu Han

Elvis Dohmatob

Jennifer Gillenwater

Victor-Emmanuel Brunel

2020/6/17

See List of Professors in Victor-Emmanuel Brunel University(ENSAE ParisTech)