Marc Lelarge

Marc Lelarge

École Normale Supérieure

H-index: 35

Europe-France

About Marc Lelarge

Marc Lelarge, With an exceptional h-index of 35 and a recent h-index of 26 (since 2020), a distinguished researcher at École Normale Supérieure, specializes in the field of machine learning, probability, networks.

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

Interpretable Meta-Learning of Physical Systems

Periodic signal recovery with regularized sine neural networks

Automatic Rao-Blackwellization for Sequential Monte Carlo with Belief Propagation

Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks

Task-Linear Deep Representation of Physical Systems

Flex: an adaptive exploration algorithm for nonlinear systems

Convergence beyond the over-parameterized regime using Rayleigh quotients

Learning to solve the Hidden Clique Problem with Graph Neural Networks

Marc Lelarge Information

University

Position

INRIA and

Citations(all)

4423

Citations(since 2020)

2268

Cited By

3183

hIndex(all)

35

hIndex(since 2020)

26

i10Index(all)

72

i10Index(since 2020)

49

Email

University Profile Page

École Normale Supérieure

Google Scholar

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Marc Lelarge Skills & Research Interests

machine learning

probability

networks

Top articles of Marc Lelarge

Title

Journal

Author(s)

Publication Date

Interpretable Meta-Learning of Physical Systems

Matthieu Blanke

Marc Lelarge

2024/5/6

Periodic signal recovery with regularized sine neural networks

David AR Robin

Kevin Scaman

Marc Lelarge

2023/2/7

Automatic Rao-Blackwellization for Sequential Monte Carlo with Belief Propagation

arXiv preprint arXiv:2312.09860

Waïss Azizian

Guillaume Baudart

Marc Lelarge

2023/12/15

Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks

David AR Robin

Kevin Scaman

Marc Lelarge

2023/10/13

Task-Linear Deep Representation of Physical Systems

Matthieu Blanke

Marc Lelarge

2023/7/28

Flex: an adaptive exploration algorithm for nonlinear systems

Matthieu Blanke

Marc Lelarge

2023/7/3

Convergence beyond the over-parameterized regime using Rayleigh quotients

Advances in Neural Information Processing Systems

David AR Robin

Kevin Scaman

2022/12/6

Learning to solve the Hidden Clique Problem with Graph Neural Networks

Amaury Triboulin

Marc Lelarge

Kevin Scaman

2022/9/29

SiMCa: Sinkhorn Matrix Factorization with Capacity Constraints

arXiv preprint arXiv:2203.10107

Eric Daoud

Luca Ganassali

Antoine Baker

Marc Lelarge

2022/3/18

Spectral alignment of correlated Gaussian matrices

Advances in Applied Probability

Luca Ganassali

Marc Lelarge

Laurent Massoulié

2022/3

Disparities in accessibility to oncology care centers in France

medRxiv

Eric Daoud

Anne-Sophie Hamy-Petit

Elise Dumas

Lidia Delrieu

Beatriz Grandal Rejo

...

2021/10/1

Impossibility of partial recovery in the graph alignment problem

Luca Ganassali

Laurent Massoulié

Marc Lelarge

2021/7/21

Correlation detection in trees for planted graph alignment

arXiv preprint arXiv:2107.07623

Luca Ganassali

Laurent Massoulié

Marc Lelarge

2021/7/15

Expressive power of invariant and equivariant graph neural networks

arXiv preprint arXiv:2006.15646

Waiss Azizian

Marc Lelarge

2020/6/28

Conditioned text generation with transfer for closed-domain dialogue systems

Stéphane d’Ascoli

Alice Coucke

Francesco Caltagirone

Alexandre Caulier

Marc Lelarge

2020

See List of Professors in Marc Lelarge University(École Normale Supérieure)

Co-Authors

H-index: 81
Andrea Montanari

Andrea Montanari

Stanford University

H-index: 60
Florent Krzakala

Florent Krzakala

École Polytechnique Fédérale de Lausanne

H-index: 55
Lenka Zdeborova

Lenka Zdeborova

École Polytechnique Fédérale de Lausanne

H-index: 51
Alexandre Proutiere

Alexandre Proutiere

Kungliga Tekniska högskolan

H-index: 34
Jiaming Xu

Jiaming Xu

Duke University

H-index: 33
Charles Bordenave

Charles Bordenave

Aix-Marseille Université

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