#langevin — Public Fediverse posts

'Sampling and Estimation on Manifolds using the Langevin Diffusion', by Karthik Bharath, Alexander Lewis, Akash Sharma, Michael V. Tretyakov.

http://jmlr.org/papers/v26/24-0829.html

#estimation #langevin #estimators

'Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks', by Dong-Young Lim, Sotirios Sabanis.

http://jmlr.org/papers/v25/22-0796.html

#langevin #adaptive #optimizers

'Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks', by Dong-Young Lim, Sotirios Sabanis.

http://jmlr.org/papers/v25/22-0796.html

#langevin #adaptive #optimizers

'Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks', by Dong-Young Lim, Sotirios Sabanis.

http://jmlr.org/papers/v25/22-0796.html

#langevin #adaptive #optimizers

'Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks', by Dong-Young Lim, Sotirios Sabanis.

http://jmlr.org/papers/v25/22-0796.html

#langevin #adaptive #optimizers

'Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks', by Dong-Young Lim, Sotirios Sabanis.

http://jmlr.org/papers/v25/22-0796.html

#langevin #adaptive #optimizers

'Microcanonical Hamiltonian Monte Carlo', by Jakob Robnik, G. Bruno De Luca, Eva Silverstein, Uroš Seljak.

http://jmlr.org/papers/v24/22-1450.html

#microcanonical #langevin #hamiltonian

An Explicit Expansion of the Kullback-Leibler Divergence along its Fisher-Rao Gradient Flow

Carles Domingo-Enrich, Aram-Alexandre Pooladian

Action editor: Murat Erdogdu.

https://openreview.net/forum?id=9pWjgQ3y85

#wasserstein #langevin #rao

Mean-Field Langevin Dynamics : Exponential Convergence and Annealing

Lénaïc Chizat

https://openreview.net/forum?id=BDqzLH1gEm

#langevin #minimizer #minimization