conftrace_

non-log-concave distribution

9 papers

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Co-occurring keywords · papers mentioning both

markov chain monte carlo (5) total variation distance (2) sampling (2) bayesian inference (2) stochastic gradient (2) zeroth-order sampling (1) restricted gaussian oracle (1) poincare inequality (1) variance-reduced gradient langevin dynamics (1) 2-wasserstein distance (1)

Papers

On the query complexity of sampling from non-log-concave distributions (extended abstract) COLT 2025 Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling ICLR 2025 Faster Sampling via Stochastic Gradient Proximal Sampler ICML 2024 Stochastic Quantum Sampling for Non-Logconcave Distributions and Estimating Partition Functions ICML 2024 Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion NeurIPS 2024 Fast Conditional Mixing of MCMC Algorithms for Non-log-concave Distributions NeurIPS 2023 A Convergence Theory for SVGD in the Population Limit under Talagrand’s Inequality T1 ICML 2022 Sampling from Non-Log-Concave Distributions via Variance-Reduced Gradient Langevin Dynamics AISTATS 2019 Stochastic Gradient Hamiltonian Monte Carlo Methods with Recursive Variance Reduction NeurIPS 2019