From the 1 of 5.5k papers with an AI index.
- Centre National de la Recherche ScientifiqueFR1.7k papers
- Centre Inria de SaclayFR364 papers
- École PolytechniqueFR306 papers
- Laboratoire Lorrain de Recherche en Informatique et ses ApplicationsFR300 papers
- École Normale Supérieure - PSLFR292 papers
- Sorbonne UniversitéFR291 papers
- École Normale Supérieure de LyonFR233 papers
- Centre Inria de l'Université Grenoble AlpesFR216 papers
- Université Paris-SaclayFR208 papers
- Université Grenoble AlpesFR204 papers
- Lyon 1 UniversitéFR191 papers
- Centre Inria d'Université Côte d'AzurFR183 papers
16 papers · 2 filters
Low-rank optimization with trace norm penalty
B. Mishra, G. Meyer, F. Bach +1
The paper addresses the problem of low-rank trace norm minimization. We propose an algorithm that alternates between fixed-rank optimization and rank-one updates. The fixed-rank op…
Periodic control laws for bilinear quantum systems with discrete spectrum
Nabile Boussaïd, Marco Caponigro, Thomas Chambrion
We provide bounds on the error between dynamics of an infinite dimensional bilinear Schrödinger equation and of its finite dimensional Galerkin approximations. Standard averaging m…
Curse of dimensionality reduction in max-plus based approximation methods: theoretical estimates and improved pruning algorithms
Stephane Gaubert, William McEneaney, Zheng Qu
Max-plus based methods have been recently developed to approximate the value function of possibly high dimensional optimal control problems. A critical step of these methods consis…
On conditions for asymptotic stability of dissipative infinite-dimensional systems with intermittent damping
Falk Hante, Mario Sigalotti, Marius Tucsnak
We study the asymptotic stability of a dissipative evolution in a Hilbert space subject to intermittent damping. We observe that, even if the intermittence satisfies a persistent e…
Multigrid methods for two-player zero-sum stochastic games
Marianne Akian, Sylvie Detournay
We present a fast numerical algorithm for large scale zero-sum stochastic games with perfect information, which combines policy iteration and algebraic multigrid methods. This algo…
Information-Geometric Optimization Algorithms: A Unifying Picture via Invariance Principles
Yann Ollivier, Ludovic Arnold, Anne Auger +1
We present a canonical way to turn any smooth parametric family of probability distributions on an arbitrary search space into a continuous-time black-box optimization method o…