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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

Early-Stopping of Scattering Pattern Observation with Bayesian Modeling AAAI 2019
A neurally plausible model for online recognition and postdiction in a dynamical environment NIPS 2019
Alleviating Label Switching with Optimal Transport NIPS 2019
Meta Architecture Search NIPS 2019
Variational Bayes under Model Misspecification NIPS 2019
Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates NIPS 2019
Automated Rule Base Completion as Bayesian Concept Induction AAAI 2019
The Functional Neural Process NIPS 2019
Gradient-based Adaptive Markov Chain Monte Carlo NIPS 2019
Sample Adaptive MCMC NIPS 2019
SpHMC: Spectral Hamiltonian Monte Carlo AAAI 2019
Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior AAAI 2019
Coordinated hippocampal-entorhinal replay as structural inference NIPS 2019
Solving Partially Observable Stochastic Games with Public Observations AAAI 2019
Deep Bayesian Trust: A Dominant and Fair Incentive Mechanism for Crowd AAAI 2019
Adding Constraints to Bayesian Inverse Problems AAAI 2019
Context-Tree Recommendation vs Matrix-Factorization: Algorithm Selection and Live Users Evaluation AAAI 2019
Stein Variational Gradient Descent With Matrix-Valued Kernels NIPS 2019
Streaming Bayesian Inference for Crowdsourced Classification NIPS 2019
Parameter elimination in particle Gibbs sampling NIPS 2019
Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models NIPS 2019
Debiased Bayesian inference for average treatment effects NIPS 2019
Scalable inference of topic evolution via models for latent geometric structures NIPS 2019
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs NIPS 2019
Rethinking the CSC Model for Natural Images NIPS 2019