Higher Order Langevin Monte Carlo Algorithm

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Higher Order Langevin Monte Carlo Algorithm

2 August 2018

Sotirios Sabanis

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Papers citing "Higher Order Langevin Monte Carlo Algorithm"

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Title
Taming the Interacting Particle Langevin Algorithm: The Superlinear case Tim Johnston Nikolaos Makras Sotirios Sabanis 111 2 0 28 Mar 2024
Taming under isoperimetry Iosif Lytras Sotirios Sabanis 77 4 0 15 Nov 2023
On the Posterior Distribution in Denoising: Application to Uncertainty Quantification Hila Manor T. Michaeli UQCV 120 17 0 24 Sep 2023
Non-convex sampling for a mixture of locally smooth potentials D. Nguyen 82 0 0 31 Jan 2023
Kinetic Langevin MCMC Sampling Without Gradient Lipschitz Continuity -- the Strongly Convex Case Tim Johnston Iosif Lytras Sotirios Sabanis 79 9 0 19 Jan 2023
Gradient-based Adaptive Importance Samplers Victor Elvira Émilie Chouzenoux Ömer Deniz Akyildiz Luca Martino DiffM 101 10 0 19 Oct 2022
Optimized Population Monte Carlo Victor Elvira Émilie Chouzenoux 72 23 0 14 Apr 2022
Unadjusted Langevin algorithm for sampling a mixture of weakly smooth potentials D. Nguyen 58 5 0 17 Dec 2021
Estimating High Order Gradients of the Data Distribution by Denoising Chenlin Meng Yang Song Wenzhe Li Stefano Ermon DiffM 85 46 0 08 Nov 2021
Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks Dong-Young Lim Sotirios Sabanis 97 12 0 28 May 2021
On the Ergodicity, Bias and Asymptotic Normality of Randomized Midpoint Sampling Method Ye He Krishnakumar Balasubramanian Murat A. Erdogdu 66 35 0 06 Nov 2020
Taming neural networks with TUSLA: Non-convex learning via adaptive stochastic gradient Langevin algorithms A. Lovas Iosif Lytras Miklós Rásonyi Sotirios Sabanis 88 26 0 25 Jun 2020
Nonasymptotic analysis of Stochastic Gradient Hamiltonian Monte Carlo under local conditions for nonconvex optimization Ömer Deniz Akyildiz Sotirios Sabanis 97 17 0 13 Feb 2020
Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization Ying Zhang Ömer Deniz Akyildiz Theodoros Damoulas Sotirios Sabanis 104 47 0 04 Oct 2019
Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond Xuechen Li Denny Wu Lester W. Mackey Murat A. Erdogdu 96 71 0 19 Jun 2019