conftrace_

multimodal posterior

7 papers

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Co-occurring keywords

variational inference (2069) posterior distribution (259) markov chain monte carlo (725) tempered distribution (1) multimodal prediction (28) implicit distribution (7) reparameterization trick (32) deep gaussian process (38) stochastic gradient hamiltonian monte carlo (9) importance weighted autoencoder (6)

Papers

On cyclical MCMC sampling AISTATS 2024
Implicit Variational Inference for High-Dimensional Posteriors NIPS 2023
Stacking for Non-mixing Bayesian Computations: The Curse and Blessing of Multimodal Posteriors JMLR 2022
Automatic Differentiation Variational Inference with Mixtures AISTATS 2021
Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction CORL 2019
Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap ICML 2019
Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo NIPS 2018