conftrace_

log-concave distribution

61 papers

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Co-occurring keywords · papers mentioning both

markov chain monte carlo (25) langevin monte carlo (11) mixing time (10) wasserstein distance (10) bayesian inference (9) langevin dynamics (9) log-concave sampling (8) sampling algorithm (8) langevin diffusion (6) convex optimization (6)

Papers

Stochastic Variance-Reduced Hamilton Monte Carlo Methods ICML 2018 Efficient Sampling from Time-Varying Log-Concave Distributions JMLR 2017 Sampling from a log-concave distribution with compact support with proximal Langevin Monte Carlo COLT 2017 Bounding errors of Expectation-Propagation NeurIPS 2015 Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015 Finite-Time Analysis of Projected Langevin Monte Carlo NeurIPS 2015 Optimal Testing for Properties of Distributions NeurIPS 2015 The entropic barrier: a simple and optimal universal self-concordant barrier COLT 2015 Active and passive learning of linear separators under log-concave distributions COLT 2013 Learning Halfspaces Under Log-Concave Densities: Polynomial Approximations and Moment Matching COLT 2013 Learning Halfspaces with Malicious Noise JMLR 2009