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

DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs ICML 2021
Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation AAAI 2021
A Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter Optimization ICML 2021
Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo JMLR 2021
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs NIPS 2021
Particle-Gibbs Sampling for Bayesian Feature Allocation Models JMLR 2021
Pseudo-Marginal Hamiltonian Monte Carlo JMLR 2021
Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler AAAI 2021
Implicit Langevin Algorithms for Sampling From Log-concave Densities JMLR 2021
Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler JMLR 2021
Monte Carlo Variational Auto-Encoders ICML 2021
Oops I Took A Gradient: Scalable Sampling for Discrete Distributions ICML 2021
High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm JMLR 2021
A Bayesian Contiguous Partitioning Method for Learning Clustered Latent Variables JMLR 2021
No-regret approximate inference via Bayesian optimisation UAI 2021
3DP3: 3D Scene Perception via Probabilistic Programming NIPS 2021
Adversarial Purification with Score-based Generative Models ICML 2021
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction NIPS 2021
A Hybrid Stochastic Gradient Hamiltonian Monte Carlo Method AAAI 2021
MCMC Variational Inference via Uncorrected Hamiltonian Annealing NIPS 2021
Geometric convergence of elliptical slice sampling ICML 2021
Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection CVPR 2021
Mixing Time of Metropolis-Hastings for Bayesian Community Detection JMLR 2021
Dangers of Bayesian Model Averaging under Covariate Shift NIPS 2021
Bayesian time-aligned factor analysis of paired multivariate time series JMLR 2021