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
Spectral Alignment of Correlated Gaussian matrices
Luca Ganassali, Marc Lelarge, Laurent Massoulié
In this paper we analyze a simple spectral method (EIG1) for the problem of matrix alignment, consisting in aligning their leading eigenvectors: given two matrices and , we…
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…
Eigenvalues of the non-backtracking operator detached from the bulk
Simon Coste, Yizhe Zhu
We describe the non-backtracking spectrum of a stochastic block model with connection probabilities . In this regime we answer a qu…
Zap Q-Learning for Optimal Stopping Time Problems
Shuhang Chen, Adithya M. Devraj, Ana Bušić +1
The objective in this paper is to obtain fast converging reinforcement learning algorithms to approximate solutions to the problem of discounted cost optimal stopping in an irreduc…
Continuum Line-of-Sight Percolation on Poisson-Voronoi Tessellations
Quentin Le Gall, Bartłomiej Błaszczyszyn, Elie Cali +1
In this work, we study a new model for continuum line-of-sight percolation in a random environment driven by the Poisson-Voronoi tessellation in the -dimensional Euclidean space…