conftrace_

auxiliary variable

15 papers

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Co-occurring keywords

markov chain monte carlo (725) mcmc sampling (70) bayesian inference (1907) variational inference (2069) hamiltonian monte carlo (92) generative model (2892) gibbs sampling (201) posterior distribution (259) probabilistic inference (312) randomized pruning (1)

Papers

Faster Certified Symmetry Breaking Using Orders with Auxiliary Variables AAAI 2026
A Scalable Parallel Algorithm for Balanced Sampling (Student Abstract) AAAI 2022
Recursive Monte Carlo and variational inference with auxiliary variables UAI 2022
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning AISTATS 2019
Parallel Asynchronous Stochastic Coordinate Descent with Auxiliary Variables AISTATS 2019
Beyond Backprop: Online Alternating Minimization with Auxiliary Variables ICML 2019
Pseudo-Extended Markov chain Monte Carlo NIPS 2019
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms NIPS 2017
PixelCNN Models with Auxiliary Variables for Natural Image Modeling ICML 2017
Annular Augmentation Sampling AISTATS 2017
Auxiliary Deep Generative Models ICML 2016
Hamming Ball Auxiliary Sampling for Factorial Hidden Markov Models NIPS 2014
Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions NIPS 2013
Parallelizable Sampling of Markov Random Fields AISTATS 2010
Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs NIPS 2009