conftrace_

posterior distribution

259 papers

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Co-occurring keywords

bayesian inference (1907) variational inference (2069) markov chain monte carlo (725) uncertainty quantification (1393) bayesian neural network (201) thompson sampling (237) gaussian process (1200) neural network (6616) kullback-leibler divergence (181) generative model (2892)

Papers

Differentially Private Bayesian Linear Regression NIPS 2019
Variational Bayes under Model Misspecification NIPS 2019
Evaluating Topic Quality with Posterior Variability IJCNLP 2019
Pseudo-Extended Markov chain Monte Carlo NIPS 2019
Learning Hawkes Processes from a handful of events NIPS 2019
Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dimensions NIPS 2019
Adding Constraints to Bayesian Inverse Problems AAAI 2019
Hamiltonian Monte Carlo with Energy Conserving Subsampling JMLR 2019
Variational Autoencoder with Implicit Optimal Priors AAAI 2019
A Particle-Based Variational Approach to Bayesian Non-negative Matrix Factorization JMLR 2019
Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models ACL 2019
Evaluating Topic Quality with Posterior Variability EMNLP 2019
Data-Distortion Guided Self-Distillation for Deep Neural Networks AAAI 2019
Attentive State-Space Modeling of Disease Progression NIPS 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach CVPR 2019
Topic-Guided Variational Auto-Encoder for Text Generation NAACL 2019
Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo NIPS 2018
Bayesian Tactile Exploration for Compliant Docking With Uncertain Shapes RSS 2018
VAE with a VampPrior AISTATS 2018
Yes, but Did It Work?: Evaluating Variational Inference ICML 2018
Adversarial Distillation of Bayesian Neural Network Posteriors ICML 2018
Bayesian Quadrature for Multiple Related Integrals ICML 2018
Scalable Bayes via Barycenter in Wasserstein Space JMLR 2018
Probabilistic Joint Face-Skull Modelling for Facial Reconstruction CVPR 2018
Predictive Approximate Bayesian Computation via Saddle Points NIPS 2018