Bernoulli Center EPFL

Bernoulli Center EPFL

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Jakub Skrzeczkowski - The Stein-log-Sobolev…

duration 43 minutes 16 seconds

Jakub Skrzeczkowski - The Stein-log-Sobolev…

Jakub Skrzeczkowski - The Stein-log-Sobolev inequality and the exponential rate of convergence for the continuous Stein variational gradient descent method

From Marc Perraudin

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Tony Lelièvre - Gradient Flows and…

duration 44 minutes 10 seconds

Tony Lelièvre - Gradient Flows and…

Tony Lelièvre - Gradient Flows and Adaptive Biasing Techniques

From Marc Perraudin

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Lorenzo Pareschi - From Superlinear Drift to…

duration 1 hour 7 minutes

Lorenzo Pareschi - From Superlinear Drift to…

Lorenzo Pareschi - From Superlinear Drift to Swarm Jumps: Advances in Consensus-Based Particle Optimization

From Marc Perraudin

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Björn Sprungk - Metropolis-Adjusted…

duration 40 minutes 9 seconds

Björn Sprungk - Metropolis-Adjusted…

Björn Sprungk - Metropolis-Adjusted Interacting Particle Sampling

From Marc Perraudin

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Sebastian Reich - McKean-Pontryagin minimum…

duration 57 minutes 38 seconds

Sebastian Reich - McKean-Pontryagin minimum…

Sebastian Reich - McKean-Pontryagin minimum principle for optimal control and sampling

From Marc Perraudin

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Jia-Jie Zhu - Gradient Flows for Sampling: Two…

duration 39 minutes 40 seconds

Jia-Jie Zhu - Gradient Flows for Sampling: Two…

Jia-Jie Zhu - Gradient Flows for Sampling: Two New Machine Learning applications

From Marc Perraudin

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Lenka Zdeborová - A Theoretical…

duration 45 minutes 8 seconds

Lenka Zdeborová - A Theoretical…

Lenka Zdeborová - A Theoretical Perspective on Hardness of Sampling and Learning from Samples in High Dimensions

From Marc Perraudin

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Ya-Ping Hsieh - When Scores Learn Geometry: Sharp…

duration 39 minutes 49 seconds

Ya-Ping Hsieh - When Scores Learn Geometry: Sharp…

Ya-Ping Hsieh - When Scores Learn Geometry: Sharp Rate Separation under the Manifold Hypothesis

From Marc Perraudin

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Marylou Gabrié - Sampling multimodal…

duration 1 hour 6 minutes

Marylou Gabrié - Sampling multimodal…

Marylou Gabrié - Sampling multimodal distributions by denoising

From Marc Perraudin

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Grigorios Pavliotis - Optimizing Langevin…

duration 1 hour 0 minutes

Grigorios Pavliotis - Optimizing Langevin…

Grigorios Pavliotis - Optimizing Langevin dynamics for sampling

From Marc Perraudin

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Denis Belomestny - Approximaton Complexity of the…

duration 30 minutes 48 seconds

Denis Belomestny - Approximaton Complexity of the…

Denis Belomestny - Approximaton Complexity of the Schrödinger Bridge Problem

From Marc Perraudin

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Clarice Poon - Inverse optimal transport and…

duration 43 minutes 24 seconds

Clarice Poon - Inverse optimal transport and…

Clarice Poon - Inverse optimal transport and related problem

From Marc Perraudin

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Olivier Zahm - Optimal Riemannian Metric for…

duration 41 minutes 38 seconds

Olivier Zahm - Optimal Riemannian Metric for…

Olivier Zahm - Optimal Riemannian Metric for Poincaré Inequalities and How to Ideally Precondition Langevin Dynamics

From Marc Perraudin

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Youssef Marzouk - On the design of dynamic…

duration 1 hour 29 minutes

Youssef Marzouk - On the design of dynamic…

Youssef Marzouk - On the design of dynamic measure transport for sampling and quantization

From Marc Perraudin

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Hossein Gorji - When samples correlate…

duration 26 minutes 23 seconds

Hossein Gorji - When samples correlate…

Hossein Gorji - When samples correlate symmetrically: The case of orthogonal coupling dynamics

From Marc Perraudin

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Managers:: Marc Perraudin
Isabelle Derivaz-Rabii
Appears In:: EPFL miscellaneous