Marylou Gabrié
14
Documents
Publications
Publications
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Learned Reference-based Diffusion Sampler for multi-modal distributionsThe Thirteenth International Conference on Learning Representations, Apr 2025, Singapour, France |
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Improving the evaluation of samplers on multi-modal targetsFrontiers in Probabilistic Inference: Sampling Meets Learning, Apr 2025, Singapour, Singapore |
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Optimizing Markov Chain Monte Carlo Convergence with Normalizing Flows and Gibbs SamplingNeurIPS 2023 AI for Science Workshop, Dec 2023, New Orleans, LA, USA, United States |
Blind Calibration for Sparse Regression: A State Evolution Analysis2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2019, Le Gosier, Guadeloupe. pp.649-653, ⟨10.1109/CAMSAP45676.2019.9022479⟩ |
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Annealing in variational inference mitigates mode collapse: A theoretical study on Gaussian mixtures2026 |
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Efficient Monte-Carlo sampling of metastable systems using non-local collective variable updates2025 |
Riemannian Stochastic Interpolants for Amorphous Particle Systems2026 |
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Towards an understanding of neural networks : mean-field incursionsMathematical Physics [math-ph]. Université Paris sciences et lettres, 2019. English. ⟨NNT : 2019PSLEE035⟩ |
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