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bayesian inference

1904 papers

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Also known as

MCMC MBR BI BVMM MAP

Co-occurring keywords

variational inference (2069) markov chain monte carlo (724) gaussian process (1198) probabilistic modeling (851) uncertainty quantification (1365) posterior distribution (259) bayesian learning (185) gibbs sampling (201) graphical model (863) probabilistic model (476)

Papers

Good Initializations of Variational Bayes for Deep Models ICML 2019
Automatic Posterior Transformation for Likelihood-Free Inference ICML 2019
A Bayesian Approach for Sequence Tagging with Crowds IJCNLP 2019
Evaluating Topic Quality with Posterior Variability IJCNLP 2019
Bayesian Deep Collaborative Matrix Factorization AAAI 2019
Bayesian Execution Skill Estimation AAAI 2019
Theory of Minds: Understanding Behavior in Groups through Inverse Planning AAAI 2019
Deep Dirichlet Multinomial Regression NAACL 2018
Batch Active Preference-Based Learning of Reward Functions CORL 2018
Bayesian Generalized Kernel Inference for Terrain Traversability Mapping CORL 2018
Instance-Specific Bayesian Network Structure Learning PGM 2018
A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks PGM 2018
Lightweight Probabilistic Deep Networks CVPR 2018
Sensitivity to Input Order: Evaluation of an Incremental and Memory-Limited Bayesian Cross-Situational Word Learning Model COLING 2018
Towards identifying the optimal datasize for lexically-based Bayesian inference of linguistic phylogenies COLING 2018
Sprucing up the trees – Error detection in treebanks COLING 2018
Probabilistic Plant Modeling via Multi-View Image-to-Image Translation CVPR 2018
Real-time Change Point Detection using On-line Topic Models COLING 2018
Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop EMNLP 2018
Representing Social Media Users for Sarcasm Detection EMNLP 2018
How Deep Are Deep Gaussian Processes? JMLR 2018
ELFI: Engine for Likelihood-Free Inference JMLR 2018
Bayesian Trees for Automated Cytometry Data Analysis MLHC 2018
Profitable Bandits ACML 2018
A Bayesian Nonparametric View on Count-Min Sketch NIPS 2018