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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

Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation ACL 2021
A Bayesian Framework for Information-Theoretic Probing EMNLP 2021
Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution Network CVPR 2021
SHPOS: A Theoretical Guaranteed Accelerated Particle Optimization Sampling Method IJCAI 2021
Boosting Variational Inference With Locally Adaptive Step-Sizes IJCAI 2021
Bayesian Distributional Policy Gradients AAAI 2021
Infinite Gaussian Mixture Modeling with an Improved Estimation of the Number of Clusters AAAI 2021
Hybrid Probabilistic Inference with Logical and Algebraic Constraints: a Survey IJCAI 2021
Opponent Hand Estimation in the Game of Gin Rummy AAAI 2021
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression AAAI 2021
Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization AAAI 2021
PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception AAAI 2021
SMIL: Multimodal Learning with Severely Missing Modality AAAI 2021
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning AAAI 2021
Estimating α-Rank by Maximizing Information Gain AAAI 2021
Probabilistic Programs with Stochastic Conditioning ICML 2021
Parallel tempering on optimized paths ICML 2021
DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs ICML 2021
A Hybrid Stochastic Gradient Hamiltonian Monte Carlo Method AAAI 2021
MARTA: Leveraging Human Rationales for Explainable Text Classification AAAI 2021
Geometric convergence of elliptical slice sampling ICML 2021
Detecting English Speech in the Air Traffic Control Voice Communication INTERSPEECH 2021
A General Class of Transfer Learning Regression without Implementation Cost AAAI 2021
Adaptive Knowledge Driven Regularization for Deep Neural Networks AAAI 2021
Bias and variance of the Bayesian-mean decoder NIPS 2021