Plassier, Vincent

8 publications

ICLR 2025 Probabilistic Conformal Prediction with Approximate Conditional Validity Vincent Plassier, Alexander Fishkov, Mohsen Guizani, Maxim Panov, Eric Moulines

ICML 2025 Rectifying Conformity Scores for Better Conditional Coverage Vincent Plassier, Alexander Fishkov, Victor Dheur, Mohsen Guizani, Souhaib Ben Taieb, Maxim Panov, Eric Moulines

AISTATS 2024 Efficient Conformal Prediction Under Data Heterogeneity Vincent Plassier, Nikita Kotelevskii, Aleksandr Rubashevskii, Fedor Noskov, Maksim Velikanov, Alexander Fishkov, Samuel Horvath, Martin Takac, Eric Moulines, Maxim Panov

ICML 2023 Conformal Prediction for Federated Uncertainty Quantification Under Label Shift Vincent Plassier, Mehdi Makni, Aleksandr Rubashevskii, Eric Moulines, Maxim Panov

AISTATS 2023 Federated Averaging Langevin Dynamics: Toward a Unified Theory and New Algorithms Vincent Plassier, Eric Moulines, Alain Durmus

AISTATS 2022 QLSD: Quantised Langevin Stochastic Dynamics for Bayesian Federated Learning Maxime Vono, Vincent Plassier, Alain Durmus, Aymeric Dieuleveut, Eric Moulines

NeurIPSW 2022 Membership Inference Attacks via Adversarial Examples Hamid Jalalzai, Elie Kadoche, Rémi Leluc, Vincent Plassier

ICML 2021 DG-LMC: A Turn-Key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo Within Gibbs Vincent Plassier, Maxime Vono, Alain Durmus, Eric Moulines