EM
Eric Moulines
cs.LGstat.MLmath.STstat.THmath.PRstat.MEmath.OCstat.COcs.AIcs.GT
On Valency
published · living versionsW_gjvptjgk·v1 · currentpublished
An ODE-based Sampler for Discrete Diffusion Models
with Samson Gourevitch, Yazid Janati, Eric P. Xing, Alain Durmus +1
1 version
W_s96vzvbn·v1published
Preprints & journals
216 papers in the corpus · 2005–2026Best of Both Worlds in Federated LSA: Speedup When Possible, Personalization Always2610.11555v1 · Safwan Labbi, Paul Mangold, Eric Moulines2026 · 0 citationsarXiv
One-Step Generation via Riemannian Wasserstein Gradient Flows2610.04454v1 · David Li, Chanhyuk Lee, Jaehoon Yoo et al.2026 · 0 citationsarXiv
Iterating Consistency Models: Stability, Error Bounds and Noise Schedules2610.03414v1 · Alessio Spagnoletti, Abdul-Lateef Haji-Ali, Andr'es Almansa et al.2026 · 0 citationsarXiv
IDRF: Inverse-Distilled Reward Fine-tuning of Masked Discrete Diffusion Models2610.03641v1 · Vladislav Gromadskii, David Li, Samson Gourevitch et al.2026 · 0 citationsarXiv
Finite-Time Concentration and Convergence Rates for Projected Two-Time-Scale Stochastic Approximation with Markov Noise2609.34791v1 · Rahul Singh, Vivek S. Borkar, Eric Moulines2026 · 0 citationsarXiv
Perturb-and-Solve: Efficient Learned-Operator Conditioning for Latent Diffusion Inverse Problems2609.33171v1 · Abduragim Shtanchaev, Arip Asadulaev, Luiza Labazanova et al.2026 · 0 citationsarXiv
Conformalized Quantile Regression and Minimax Limits of Fixed-Score Calibration under Known Covariate Shift2609.24929v1 · Rustam Isaev, Anton Conrad, Denis Belomestny et al.2026 · 0 citationsarXiv
Optimizers for Diffusion Models: A Controlled Benchmark2609.23055v1 · Arman Bolatov, Egor Shulgin, David Li et al.2026 · 0 citationsarXiv
Beyond Marginal Validity: Finite-Sample Guarantees for Localized Conformal Prediction2608.06206v1 · Anton Conrad, Rustam Isaev, Denis Belomestny et al.2026 · 0 citationsarXiv
Twisted Schrödinger Bridge Matching2607.16987v1 · Maxence Noble, Marie Scheid, Yazid Janati et al.2026 · 0 citationsarXiv
Refined Analysis of Entropy-Regularized Actor-Critic2605.24357v1 · Safwan Labbi, Paul Mangold, Daniil Tiapkin et al.2026 · 0 citationsarXiv
Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation2605.22765v1 · Samson Gourevitch, Yazid Janati, Dario Shariatian et al.2026 · 0 citationsarXiv
On Gaussian approximation for entropy-regularized Q-learning with function approximation2605.17678v1 · Artemy Rubtsov, Rahul Singh, Eric Moulines et al.2026 · 0 citationsarXiv
Policy Gradient Methods for Non-Markovian Reinforcement Learning2605.10816v1 · Avik Kar, Siddharth Chandak, Rahul Singh et al.2026 · 0 citationsarXiv
Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors2605.05520v2 · Badr Moufad, Albina Ilina, Hai Victor Habi et al.2026 · 0 citationsICML 2026
High-Probability Bounds for SGD under the Polyak-Lojasiewicz Condition with Markovian Noise2603.14514v1 · Avik Kar, Siddharth Chandak, Rahul Singh et al.2026 · 0 citationsarXiv
Sparse Scheduled Diffusion Guidance for Inverse Problems2603.07860v3 · Abduragim Shtanchaev, Albina Ilina, Yazid Janati et al.2026 · 0 citationsarXiv
IDLM: Inverse-distilled Diffusion Language Models2602.19066v2 · David Li, Nikita Gushchin, Dmitry Abulkhanov et al.2026 · 0 citationsarXiv
Regret and Sample Complexity of Online Q-Learning via Concentration of Stochastic Approximation with Time-Inhomogeneous Markov Chains2602.16274v2 · Rahul Singh, Siddharth Chandak, Eric Moulines et al.2026 · 0 citationsarXiv
When Test-Time Guidance Is Enough: Fast Image and Video Editing with Diffusion Guidance2602.14157v2 · Ahmed Ghorbel, Badr Moufad, Navid Bagheri Shouraki et al.2026 · 0 citationsICLR 2026, ReALM-GEN workshop
Fast and Robust Likelihood-Guided Diffusion Posterior Sampling with Amortized Variational Inference2602.07102v1 · L'eon Zheng, Thomas Hirtz, Yazid Janati et al.2026 · 0 citationsarXiv
Beyond Softmax and Entropy: Convergence Rates of Policy Gradients with f-SoftArgmax Parameterization & Coupled Regularization2601.12604v2 · Safwan Labbi, Daniil Tiapkin, Paul Mangold et al.2026 · 0 citationsarXiv
Categorical Reparameterization with Denoising Diffusion models2601.00781v2 · Samson Gourevitch, Alain Durmus, Eric Moulines et al.2026 · 0 citationsarXiv
Efficient Zero-Shot Inpainting with Decoupled Diffusion Guidance2512.18365v2 · Badr Moufad, Navid Bagheri Shouraki, Alain Oliviero Durmus et al.2025 · 0 citationsICLR 2026
Convergence Guarantees for Federated SARSA with Local Training and Heterogeneous Agents2512.17688v2 · Paul Mangold, Eloise Berthier, Eric Moulines2025 · 0 citationsarXiv
Briding Diffusion Posterior Sampling and Monte Carlo methods: a survey2510.14114v1 · Yazid Janati, Alain Durmus, Jimmy Olsson et al.2025 · 0 citationsPhilosophical Transactions A, 383(2299), 20240331 2025
Improved Central Limit Theorem and Bootstrap Approximations for Linear Stochastic Approximation2510.12375v1 · Bogdan Butyrin, Eric Moulines, Alexey Naumov et al.2025 · 0 citationsarXiv
torchsom: The Reference PyTorch Library for Self-Organizing Maps2510.11147v2 · Louis Berthier, Ahmed Shokry, Maxime Moreaud et al.2025 · 0 citationsarXiv
Y-Shaped Generative Flows2510.11955v3 · Arip Asadulaev, Semyon Semenov, Abduragim Shtanchaev et al.2025 · 0 citationsarXiv
Neural Optimal Transport Meets Multivariate Conformal Prediction2509.25444v1 · Vladimir Kondratyev, Alexander Fishkov, Nikita Kotelevskii et al.2025 · 0 citationsarXiv
Multidimensional Uncertainty Quantification via Optimal Transport2509.22380v1 · Nikita Kotelevskii, Maiya Goloburda, Vladimir Kondratyev et al.2025 · 0 citationsarXiv
Improving French Synthetic Speech Quality via SSML Prosody Control2508.17494v1 · Nassima Ould Ouali, Awais Hussain Sani, Ruben Bueno et al.2025 · 0 citationsarXiv
Generative modelling meets Bayesian inference: a new paradigm for inverse problems.40534293 · Oliviero-Durmus, Alain, Janati, Yazid, Moulines, Eric et al.2025 · 3 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2025;383(2299):20240334
Bridging diffusion posterior sampling and Monte Carlo methods: a survey.40534298 · Janati, Yazid, Moulines, Eric, Olsson, Jimmy et al.2025 · 1 citationPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2025;383(2299):20240331
Reconstructing ECG from indirect signals: a denoising diffusion approach.40534299 · Bedin, Lisa, Janati, Yazid, Victorino Cardoso, Gabriel et al.2025 · 2 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2025;383(2299):20240330
On Global Convergence Rates for Federated Softmax Policy Gradient under Heterogeneous Environments2505.23459v2 · Safwan Labbi, Paul Mangold, Daniil Tiapkin et al.2025 · 0 citationsarXiv
Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean-Field Games2505.22781v1 · Antonio Ocello, Daniil Tiapkin, Lorenzo Mancini et al.2025 · 0 citationsarXiv
Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance2505.21101v1 · Badr Moufad, Yazid Janati, Alain Durmus et al.2025 · 0 citationsarXiv
Proximal Point Nash Learning from Human Feedback2505.19731v2 · Daniil Tiapkin, Daniele Calandriello, Denis Belomestny et al.2025 · 0 citationsarXiv
Statistical inference for Linear Stochastic Approximation with Markovian Noise2505.19102v1 · Sergey Samsonov, Marina Sheshukova, Eric Moulines et al.2025 · 0 citationsarXiv
Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets2505.15251v2 · Idriss Malek, Aya Laajil, Abhijith Sharma et al.2025 · 0 citationsarXiv
Adaptive Cumulative Mass Calibration with Conformal Prediction2505.15437v4 · Daniil Kazantsev, Eric Moulines, Maxim Panov et al.2025 · 0 citationsarXiv
Online Decision-Focused Learning2505.13564v3 · Aymeric Capitaine, Maxime Haddouche, Eric Moulines et al.2025 · 0 citationsarXiv
A note on concentration inequalities for the overlapped batch mean variance estimators for Markov chains2505.08456v1 · Eric Moulines, Alexey Naumov, Sergey Samsonov2025 · 0 citationsarXiv
Scaffold with Stochastic Gradients: New Analysis with Linear Speed-Up2503.07594v1 · Paul Mangold, Alain Durmus, Aymeric Dieuleveut et al.2025 · 0 citationsarXiv
Rectifying Conformity Scores for Better Conditional Coverage2502.16336v2 · Vincent Plassier, Alexander Fishkov, Victor Dheur et al.2025 · 0 citationsarXiv
Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency2502.08206v4 · Abdelkrim Alahyane (LAAS-SARA, LAAS), C'eline Comte et al.2025 · 2 citationsEuropean Conference on Artificial Intelligence (ECAI), Oct 2025, Bologna, Italy
Gaussian Approximation and Multiplier Bootstrap for Stochastic Gradient Descent2502.06719v3 · Marina Sheshukova, Sergey Samsonov, Denis Belomestny et al.2025 · 0 citationscamera ready aistats 2026
A Mixture-Based Framework for Guiding Diffusion Models2502.03332v1 · Yazid Janati, Badr Moufad, Mehdi Abou El Qassime et al.2025 · 1 citationarXiv
Prediction-Aware Learning in Multi-Agent Systems2501.19144v2 · Aymeric Capitaine, Etienne Boursier, Eric Moulines et al.2025 · 0 citationsarXiv
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