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 2101–2125 of 2226 papers

Title	Date	Tasks	Status	Hype
Likelihood-free inference via classification	Jul 18, 2014	Bayesian InferenceClassification	—Unverified	0
Relevance Singular Vector Machine for low-rank matrix sensing	Jun 30, 2014	Bayesian InferenceMatrix Completion	—Unverified	0
Reliable ABC model choice via random forests	Jun 24, 2014	Bayesian Inferencemodel	—Unverified	0
Semi-Supervised Learning with Deep Generative Models	Jun 20, 2014	Bayesian Inference	CodeCode Available	1
Evaluation of Machine Learning Techniques for Green Energy Prediction	Jun 14, 2014	Bayesian InferenceBIG-bench Machine Learning	—Unverified	0
Causal Inference through a Witness Protection Program	Jun 2, 2014	Bayesian InferenceCausal Inference	—Unverified	0
Gaussian Processes for Natural Language Processing	Jun 1, 2014	Bayesian InferenceGaussian Processes	—Unverified	0
Non-Parametric Bayesian Constrained Local Models	Jun 1, 2014	Bayesian InferenceFace Alignment	—Unverified	0
Bayesian inference as a cross-linguistic word segmentation strategy: Always learning useful things	Apr 1, 2014	Bayesian InferenceLanguage Acquisition	—Unverified	0
Accelerating MCMC via Parallel Predictive Prefetching	Mar 28, 2014	Bayesian Inference	—Unverified	0
Approximate Decentralized Bayesian Inference	Mar 28, 2014	Bayesian InferenceVariational Inference	—Unverified	0
Firefly Monte Carlo: Exact MCMC with Subsets of Data	Mar 22, 2014	Bayesian Inference	—Unverified	0
Particle methods enable fast and simple approximation of Sobolev gradients in image segmentation	Mar 2, 2014	Bayesian InferenceImage Segmentation	—Unverified	0
Marginalizing Corrupted Features	Feb 27, 2014	Bayesian Inference	—Unverified	0
Scaling Nonparametric Bayesian Inference via Subsample-Annealing	Feb 22, 2014	Bayesian InferenceClustering	—Unverified	0
Building fast Bayesian computing machines out of intentionally stochastic, digital parts	Feb 20, 2014	Bayesian Inference	—Unverified	0
Bayesian Inference for NMR Spectroscopy with Applications to Chemical Quantification	Feb 14, 2014	Bayesian InferenceSensitivity	—Unverified	0
The Informed Sampler: A Discriminative Approach to Bayesian Inference in Generative Computer Vision Models	Feb 4, 2014	Bayesian Inference	CodeCode Available	0
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination	Jan 25, 2014	Bayesian InferenceImage Generation	CodeCode Available	0
Stochastic Backpropagation and Approximate Inference in Deep Generative Models	Jan 16, 2014	Bayesian Inference	CodeCode Available	0
Solving #SAT and Bayesian Inference with Backtracking Search	Jan 15, 2014	Bayesian Inference	—Unverified	0
Bayesian Conditional Density Filtering	Jan 15, 2014	Bayesian Inference	CodeCode Available	0
Multiscale Shrinkage and Lévy Processes	Jan 11, 2014	Bayesian InferenceCompressive Sensing	—Unverified	0
Online Bayesian Passive-Aggressive Learning	Dec 12, 2013	Bayesian InferenceDescriptive	—Unverified	0
Sequential Monte Carlo Inference of Mixed Membership Stochastic Blockmodels for Dynamic Social Networks	Dec 7, 2013	Bayesian Inference	—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