471 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Institut national de recherche en sciences et technologies du numériqueFR21 papers
- École Normale Supérieure - PSLFR17 papers
- Centre National de la Recherche ScientifiqueFR8 papers
- University of FloridaUS7 papers
- Département d'InformatiqueFR6 papers
- KTH Royal Institute of TechnologySE4 papers
- Télécom ParisFR4 papers
- The University of Texas at AustinUS4 papers
- Eindhoven University of TechnologyNL3 papers
- École Normale SupérieureBI2 papers
- Laboratoire des signaux et systèmesFR2 papers
- Microsoft (United States)US2 papers
5 papers · 1 filter
On Non-Linear operators for Geometric Deep Learning
Grégoire Sergeant-Perthuis, Jakob Maier, Joan Bruna +1
This work studies operators mapping vector and scalar fields defined over a manifold , and which commute with its group of diffeomorphisms .…
Expressive Power of Invariant and Equivariant Graph Neural Networks
Waïss Azizian, Marc Lelarge
Various classes of Graph Neural Networks (GNN) have been proposed and shown to be successful in a wide range of applications with graph structured data. In this paper, we propose a…
Zap Q-Learning With Nonlinear Function Approximation
Shuhang Chen, Adithya M. Devraj, Fan Lu +2
Zap Q-learning is a recent class of reinforcement learning algorithms, motivated primarily as a means to accelerate convergence. Stability theory has been absent outside of two res…
Weighted Spectral Embedding of Graphs
Thomas Bonald, Alexandre Hollocou, Marc Lelarge
We present a novel spectral embedding of graphs that incorporates weights assigned to the nodes, quantifying their relative importance. This spectral embedding is based on the firs…
Combinatorial Bandits Revisited
Richard Combes, M. Sadegh Talebi, Alexandre Proutiere +1
This paper investigates stochastic and adversarial combinatorial multi-armed bandit problems. In the stochastic setting under semi-bandit feedback, we derive a problem-specific reg…