Bayesian Inference

Bayesian Inference is a methodology that employs Bayes Rule to estimate parameters (and their full posterior).

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1801–1825 of 2226 papers

Title	Date	Tasks	Status	Hype
Deep Network Regularization via Bayesian Inference of Synaptic Connectivity	Mar 4, 2018	Bayesian InferenceVariational Inference	—Unverified	0
Analysis of Langevin Monte Carlo via convex optimization	Feb 26, 2018	Bayesian Inference	—Unverified	0
Conditionally Independent Multiresolution Gaussian Processes	Feb 25, 2018	Bayesian InferenceGaussian Processes	CodeCode Available	0
BRUNO: A Deep Recurrent Model for Exchangeable Data	Feb 21, 2018	Anomaly DetectionBayesian Inference	CodeCode Available	0
Variational Autoencoders for Collaborative Filtering	Feb 16, 2018	Bayesian InferenceCollaborative Filtering	CodeCode Available	0
Variational Autoencoders for Collaborative Filtering	Feb 16, 2018	Bayesian InferenceCollaborative Filtering	CodeCode Available	1
A Diffusion Approximation Theory of Momentum SGD in Nonconvex Optimization	Feb 14, 2018	Bayesian InferenceDimensionality Reduction	—Unverified	0
Improving Quadrature for Constrained Integrands	Feb 13, 2018	Bayesian Inference	CodeCode Available	0
Bayesian inference for bivariate ranks	Feb 9, 2018	Bayesian InferenceRecommendation Systems	—Unverified	0
Goal Inference Improves Objective and Perceived Performance in Human-Robot Collaboration	Feb 6, 2018	Bayesian InferenceTask Planning	—Unverified	0
Weighted Community Detection and Data Clustering Using Message Passing	Jan 30, 2018	Bayesian InferenceClustering	—Unverified	0
A Review of Multiple Try MCMC algorithms for Signal Processing	Jan 27, 2018	Bayesian Inference	—Unverified	0
A Distributed Framework for the Construction of Transport Maps	Jan 25, 2018	Bayesian Inference	—Unverified	0
Bayesian reconstruction of HIV transmission trees from viral sequences and uncertain infection times	Jan 23, 2018	Bayesian Inference	—Unverified	0
Experimentally detecting a quantum change point via Bayesian inference	Jan 23, 2018	Bayesian InferencePosition	—Unverified	0
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification	Jan 21, 2018	Bayesian InferenceDecoder	—Unverified	0
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections	Jan 16, 2018	Bayesian Inference	—Unverified	0
Gaussian Process Neurons	Jan 1, 2018	Bayesian InferenceGaussian Processes	—Unverified	0
Interpreting Deep Classification Models With Bayesian Inference	Jan 1, 2018	Bayesian InferenceClassification	—Unverified	0
A Scalable Laplace Approximation for Neural Networks	Jan 1, 2018	Bayesian Inference	CodeCode Available	0
On Statistical Optimality of Variational Bayes	Dec 25, 2017	Bayesian Inferenceparameter estimation	—Unverified	0
Improvements to Inference Compilation for Probabilistic Programming in Large-Scale Scientific Simulators	Dec 21, 2017	Bayesian InferenceProbabilistic Programming	—Unverified	0
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise	Dec 9, 2017	Bayesian InferenceData Integration	—Unverified	0
Assumed Density Filtering Q-learning	Dec 9, 2017	Atari GamesBayesian Inference	CodeCode Available	0
Approximations in the homogeneous Ising model	Dec 6, 2017	Bayesian Inferencemodel	—Unverified	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	F-SWA	Accuracy	83.61	—	Unverified
2	F-SWAG	Accuracy	80.93	—	Unverified