Vincent Plassier

According to our database, Vincent Plassier authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Conditionally valid Probabilistic Conformal Prediction.

Vincent Plassier, Alexander Fishkov, Maxim Panov, Eric Moulines

CoRR, 2024

Efficient Conformal Prediction under Data Heterogeneity.

Vincent Plassier, Nikita Kotelevskii, Aleksandr Rubashevskii, Fedor Noskov, Maksim Velikanov, Alexander Fishkov, Samuel Horváth, Martin Takác, Eric Moulines, Maxim Panov

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Conformal Prediction for Federated Uncertainty Quantification Under Label Shift.

Vincent Plassier, Mehdi Makni, Aleksandr Rubashevskii, Eric Moulines, Maxim Panov

Proceedings of the International Conference on Machine Learning, 2023

Federated Averaging Langevin Dynamics: Toward a unified theory and new algorithms.

Vincent Plassier, Eric Moulines, Alain Durmus

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Membership Inference Attacks via Adversarial Examples.

Hamid Jalalzai, Elie Kadoche, Rémi Leluc, Vincent Plassier

CoRR, 2022

QLSD: Quantised Langevin Stochastic Dynamics for Bayesian Federated Learning.

Maxime Vono, Vincent Plassier, Alain Durmus, Aymeric Dieuleveut, Eric Moulines

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm.

Vincent Plassier, Maxime Vono, Alain Durmus, Eric Moulines

CoRR, 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

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Risk bounds when learning infinitely many response functions by ordinary linear regression.

Vincent Plassier, François Portier, Johan Segers

CoRR, 2020