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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

Source Separation with Deep Generative Priors ICML 2020
Recalibrating classifiers for interpretable abusive content detection EMNLP 2020
Bayesian Multi-type Mean Field Multi-agent Imitation Learning NIPS 2020
Bayesian Robust Optimization for Imitation Learning NIPS 2020
The Boomerang Sampler ICML 2020
Bayes-enhanced Lifelong Attention Networks for Sentiment Classification COLING 2020
Log-Linear Reformulation of the Noisy Channel Model for Document-Level Neural Machine Translation EMNLP 2020
Involutive MCMC: a Unifying Framework ICML 2020
Matrix Inference and Estimation in Multi-Layer Models NIPS 2020
Theory-Based Causal Transfer:Integrating Instance-Level Induction and Abstract-Level Structure Learning AAAI 2020
Correcting Predictions for Approximate Bayesian Inference AAAI 2020
Mixed Hamiltonian Monte Carlo for Mixed Discrete and Continuous Variables NIPS 2020
Probabilistic Linear Solvers for Machine Learning NIPS 2020
Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks AAAI 2020
Uncertainty-Aware Learning for Zero-Shot Semantic Segmentation NIPS 2020
Asymptotically Optimal Exact Minibatch Metropolis-Hastings NIPS 2020
Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels NIPS 2020
Greedy inference with structure-exploiting lazy maps NIPS 2020
Probabilistic Reasoning Across the Causal Hierarchy AAAI 2020
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference NIPS 2020
Projected Stein Variational Gradient Descent NIPS 2020
Generalised Bayesian Filtering via Sequential Monte Carlo NIPS 2020
Subgroup-based Rank-1 Lattice Quasi-Monte Carlo NIPS 2020
Design Adaptive AI for RTS Game by Learning Player's Build Order IJCAI 2020
Quantile Graphical Models: a Bayesian Approach JMLR 2020