Benchopt: Reproducible, efficient and collaborative optimization benchmarks T Moreau, M Massias, A Gramfort, P Ablin, PA Bannier, B Charlier, ... Advances in Neural Information Processing Systems 35, 25404-25421, 2022 | 43 | 2022 |
Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors Y Janati, B Moufad, A Durmus, E Moulines, J Olsson 38th Conference on Neural Information Processing Systems, 2024 | 5 | 2024 |
A Mixture-Based Framework for Guiding Diffusion Models Y Janati, B Moufad, MAE Qassime, A Durmus, E Moulines, J Olsson arXiv preprint arXiv:2502.03332, 2025 | | 2025 |
Variational Diffusion Posterior Sampling with Midpoint Guidance B Moufad, Y Janati, L Bedin, A Durmus, R Douc, E Moulines, J Olsson arXiv preprint arXiv:2410.09945, 2024 | | 2024 |
skglm: improving scikit-learn for regularized Generalized Linear Models B Moufad, PA Bannier, Q Bertrand, Q Klopfenstein, M Massias Journal of Machine Learning Research 23, 1-5, 2023 | | 2023 |