10.6k citations
- Télécom ParisFR516 papers
- Centre National de la Recherche ScientifiqueFR356 papers
- ParisTechFR240 papers
- Université Paris-SaclayFR115 papers
- Université Paris-SudFR106 papers
- University of CambridgeGB95 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR94 papers
- Institut d'Astrophysique de ParisFR92 papers
- Sapienza University of RomeIT91 papers
- Imperial College LondonGB90 papers
- University of TorontoCA90 papers
- California Institute of TechnologyUS89 papers
6 papers · 2 filters
Random Abstract Simplicial Complexes Reduction
Anaïs Vergne, Laurent Decreusefond, Philippe Martins
Random abstract simplicial complex representation provides a mathematical description of wireless networks and their topology. In order to reduce the energy consumption in this typ…
Perfect Simulation of Determinantal Point Processes
Laurent Decreusefond, Ian Flint, Kah Choon Low
Determinantal point processes (DPP) serve as a practicable modeling for many applications of repulsive point processes. A known approach for simulation was proposed in \cite{Hough(…
Analysis of the limiting spectral measure of large random matrices of the separable covariance type
Romain Couillet, Walid Hachem
Consider the random matrix where and are deterministic Hermitian nonnegative matrices with respective dimensions a…
Central Limit Theorems for Stochastic Approximation with controlled Markov chain dynamics
Gersende Fort
This paper provides a Central Limit Theorem (CLT) for a process satisfying a stochastic approximation (SA) equation of the form $θ_{n+1} = θ_n + γ_{n+1} H(θ_n,X_…
Gaussian fluctuations for linear spectral statistics of large random covariance matrices
Jamal Najim, Jianfeng Yao
Consider a matrix , where is a nonnegative definite Hermitian matrix and is a random matrix with i.i.d. real or complex…
Quantitative convergence rates for sub-geometric Markov chains
Christophe Andrieu, Gersende Fort, Matti Vihola
We provide explicit expressions for the constants involved in the characterisation of ergodicity of sub-geometric Markov chains. The constants are determined in terms of those appe…