Alain Oliviero Durmus

18 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) ⚡ Prolific Year (12) 💎 Century Club (18)

Conferences

ICML (11) ICLR (5) AISTATS (2)

Top co-authors

Eric Moulines (9) Louis Grenioux (3) Marylou Gabrie (3) Dario Shariatian (2) Jimmy Olsson (2) Aymeric Capitaine (2) Sergey Samsonov (2) Yazid Janati (2) Badr MOUFAD (2) Tom Sander (2)

Keywords

markov chain monte carlo (1) normalizing flow (1) metropolis-hastings sampler (1) transport map (1) multimodal target (1)

Papers

Personalized Convolutional Dictionary Learning of Physiological Time Series AISTATS 2025

Refined Analysis of Constant Step Size Federated Averaging and Federated Richardson-Romberg Extrapolation AISTATS 2025

Learned Reference-based Diffusion Sampler for multi-modal distributions ICLR 2025

Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation ICLR 2025

Variational Diffusion Posterior Sampling with Midpoint Guidance ICLR 2025

Heavy-Tailed Diffusion with Denoising Levy Probabilistic Models ICLR 2025

Watermark Anything With Localized Messages ICLR 2025

Differential Privacy Guarantees of Markov Chain Monte Carlo Algorithms ICML 2025

Prediction-Aware Learning in Multi-Agent Systems ICML 2025

A Mixture-Based Framework for Guiding Diffusion Models ICML 2025

Scaffold with Stochastic Gradients: New Analysis with Linear Speed-Up ICML 2025

Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions ICML 2025

Incentivized Learning in Principal-Agent Bandit Games ICML 2024

$\mathttVITS$ : Variational Inference Thompson Sampling for contextual bandits ICML 2024

Stochastic Localization via Iterative Posterior Sampling ICML 2024

Theoretical Guarantees for Variational Inference with Fixed-Variance Mixture of Gaussians ICML 2024

Differentially Private Representation Learning via Image Captioning ICML 2024

On Sampling with Approximate Transport Maps ICML 2023