output
20042026
most citedLearning from Synthetic Humans

978 citations

researchers with a paper here
collaborating institutions

385 papers

stat.ME2026

Using NonTargeted HPV Infections in Studies with Risk Compensation

Lola Etievant

Studies of HPV vaccine efficacy usually record infections with vaccine targeted and non-targeted strains. Contrary to blinded randomized controlled trials, confounding bias can be…

math.ST2025

Hawkes process with a diffusion-driven baseline: long-run behavior, inference, statistical tests

Maya Sadeler Perrin, Anna Bonnet, Charlotte Dion-Blanc +1

Event-driven systems in fields such as neuroscience, social networks, and finance often exhibit dynamics influenced by continuously evolving external covariates. Motivated by these…

math.ST2025

Curvature-based rejection sampling

Isabella Costa Maia, Marco Congedo, Pedro L. C. Rodrigues +1

The present work introduces curvature-based rejection sampling (CURS). This is a method for sampling from a general class of probability densities defined on Riemannian manifolds.…

cs.LG2025

Convergence of optimizers implies eigenvalues filtering at equilibrium

Jerome Bolte, Quoc-Tung Le, Edouard Pauwels

Ample empirical evidence in deep neural network training suggests that a variety of optimizers tend to find nearly global optima. In this article, we adopt the reversed perspective…

math.ST2025

Optimal sub-Gaussian variance proxy for 3-mass distributions

Soufiane Atouani, Olivier Marchal, Julyan Arbel

We investigate the problem of characterizing the optimal variance proxy for sub-Gaussian random variables,whose moment-generating function exhibits bounded growth at infinity. We a…

math.OC2025

A Martingale approach to continuous Portfolio Optimization under CVaR like constraints

Jérôme Lelong, Véronique Maume-Deschamps, William Thevenot

We study a continuous-time portfolio optimization problem under an explicit constraint on the Deviation Conditional Value-at-Risk (DCVaR), defined as the difference between the CVa…