conftrace_

markov chain sampling

5 papers

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Co-occurring keywords

markov chain (207) mcmc sampling (70) markov chain monte carlo (725) stochastic gradient descent (1091) diverse subset selection (3) clustering heuristic (1) mixing time (70) binary distributions (4) bayesian posterior sampling (5) auxiliary variable methods (1)

Papers

Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data ICML 2023
Condition-number-independent Convergence Rate of Riemannian Hamiltonian Monte Carlo with Numerical Integrators COLT 2023
On Markov Chain Gradient Descent NIPS 2018
Fast Determinantal Point Process Sampling with Application to Clustering NIPS 2013
Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions NIPS 2013