conftrace_

markov chain monte carlo

725 papers

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Also known as

MCMC

Co-occurring keywords

bayesian inference (1907) variational inference (2069) langevin dynamics (128) hamiltonian monte carlo (92) gibbs sampling (201) stochastic gradient (296) mcmc sampling (70) mixing time (70) sampling algorithm (130) gaussian process (1200)

Papers

Hessian-Free High-Resolution Nesterov Acceleration For Sampling ICML 2022
Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space NIPS 2022
Multi-fidelity Monte Carlo: a pseudo-marginal approach NIPS 2022
Perfect Sampling from Pairwise Comparisons NIPS 2022
Sampling Approximately Low-Rank Ising Models: MCMC meets Variational Methods COLT 2022
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems NIPS 2022
Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers NIPS 2022
Constrained Langevin Algorithms with L-mixing External Random Variables NIPS 2022
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network NIPS 2022
Thinned random measures for sparse graphs with overlapping communities NIPS 2022
Mining Multi-Label Samples from Single Positive Labels NIPS 2022
LSB: Local Self-Balancing MCMC in Discrete Spaces ICML 2022
Normalizing Flows for Knockoff-free Controlled Feature Selection NIPS 2022
Efficient computation of the the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes AISTATS 2022
FedPop: A Bayesian Approach for Personalised Federated Learning NIPS 2022
Langevin Monte Carlo for Contextual Bandits ICML 2022
Tuning-Free Generalized Hamiltonian Monte Carlo AISTATS 2022
Double Spike Dirichlet Priors for Structured Weighting JMLR 2022
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC NIPS 2022
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes AISTATS 2022
Bounding the Error of Discretized Langevin Algorithms for Non-Strongly Log-Concave Targets JMLR 2022
DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis CVPR 2022
Adaptation of the Independent Metropolis-Hastings Sampler with Normalizing Flow Proposals AISTATS 2022
Efficiency Ordering of Stochastic Gradient Descent NIPS 2022
Sparse Gaussian Process Hyperparameters: Optimize or Integrate? NIPS 2022