conftrace_

high-dimensional sampling

11 papers

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Co-occurring keywords · papers mentioning both

markov chain monte carlo (9) log-concave distribution (3) stochastic process (2) bayesian inference (2) non-reversible sampler (1) multiple-try metropoli (1) metropolis-adjusted langevin (1) hamilton-jacobi-bellman equation (1) stochastic interpolant (1) mcmc sampler (1)

Papers

Sampling in High-Dimensions using Stochastic Interpolants and Forward-Backward Stochastic Differential Equations AISTATS 2025 Optimal Scaling for the Proximal Langevin Algorithm in High Dimensions JMLR 2024 Double Randomized Underdamped Langevin with Dimension-Independent Convergence Guarantee NeurIPS 2023 Improving multiple-try Metropolis with local balancing JMLR 2023 Efficient computation of the the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes AISTATS 2022 Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space NeurIPS 2022 Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler JMLR 2021 Random Coordinate Langevin Monte Carlo COLT 2021 Random Coordinate Underdamped Langevin Monte Carlo AISTATS 2021 Practical Nonisotropic Monte Carlo Sampling in High Dimensions via Determinantal Point Processes AISTATS 2020 Nested Sequential Monte Carlo Methods ICML 2015