#langevin — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #langevin, aggregated by home.social.
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'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 -
'Optimal Scaling for the Proximal Langevin Algorithm in High Dimensions', by Natesh S. Pillai.
http://jmlr.org/papers/v25/23-0139.html
#langevin #densities #diffusion -
'Fisher information dissipation for time-inhomogeneous stochastic differential equations', by Qi Feng, Xinzhe Zuo, Wuchen Li.
http://jmlr.org/papers/v25/24-0206.html
#langevin #stochastic #lyapunov -
'Penalized Overdamped and Underdamped Langevin Monte Carlo Algorithms for Constrained Sampling', by Mert Gurbuzbalaban, Yuanhan Hu, Lingjiong Zhu.
http://jmlr.org/papers/v25/22-1443.html
#langevin #sampling #unconstrained -
'On the Computational Complexity of Metropolis-Adjusted Langevin Algorithms for Bayesian Posterior Sampling', by Rong Tang, Yun Yang.
http://jmlr.org/papers/v25/23-0783.html
#langevin #sampling #metropolis -
'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 -
'Mini-batching error and adaptive Langevin dynamics', by Inass Sekkat, Gabriel Stoltz.
http://jmlr.org/papers/v24/21-1412.html
#langevin #minibatching #markov -
'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 -
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami
Action editor: Jasper Snoek.
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An Explicit Expansion of the Kullback-Leibler Divergence along its Fisher-Rao Gradient Flow
Carles Domingo-Enrich, Aram-Alexandre Pooladian
Action editor: Murat Erdogdu.
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Mean-Field Langevin Dynamics : Exponential Convergence and Annealing
Lénaïc Chizat