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 1051–1075 of 2226 papers

Title	Date	Tasks	Status	Hype
EMG Pattern Recognition via Bayesian Inference with Scale Mixture-Based Stochastic Generative Models	Jul 21, 2021	Bayesian InferenceClassification	—Unverified	0
Structured Stochastic Gradient MCMC	Jul 19, 2021	Bayesian InferenceVariational Inference	CodeCode Available	0
Mismatched Estimation of rank-one symmetric matrices under Gaussian noise	Jul 19, 2021	Bayesian Inference	CodeCode Available	0
Compressed Monte Carlo with application in particle filtering	Jul 18, 2021	Bayesian Inference	—Unverified	0
Compressed particle methods for expensive models with application in Astronomy and Remote Sensing	Jul 18, 2021	AstronomyBayesian Inference	—Unverified	0
Hybrid Bayesian Neural Networks with Functional Probabilistic Layers	Jul 14, 2021	Bayesian InferenceGaussian Processes	—Unverified	0
SoftHebb: Bayesian Inference in Unsupervised Hebbian Soft Winner-Take-All Networks	Jul 12, 2021	AllBayesian Inference	CodeCode Available	1
Bayesian brains and the Rényi divergence	Jul 12, 2021	Bayesian InferenceVariational Inference	—Unverified	0
Differentially private training of neural networks with Langevin dynamics for calibrated predictive uncertainty	Jul 9, 2021	Bayesian InferenceMedical Diagnosis	—Unverified	0
Parsimony-Enhanced Sparse Bayesian Learning for Robust Discovery of Partial Differential Equations	Jul 8, 2021	Bayesian InferenceModel Selection	CodeCode Available	0
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks	Jul 8, 2021	Adversarial AttackBayesian Inference	—Unverified	0
Biases and Variability from Costly Bayesian Inference	Jul 7, 2021	Bayesian Inference	—Unverified	0
Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework	Jul 7, 2021	Bayesian Inference	CodeCode Available	1
InfoNCE is variational inference in a recognition parameterised model	Jul 6, 2021	Bayesian InferenceSelf-Supervised Learning	—Unverified	0
Solution of Physics-based Bayesian Inverse Problems with Deep Generative Priors	Jul 6, 2021	Bayesian InferenceGenerative Adversarial Network	—Unverified	0
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs	Jul 6, 2021	Anomaly DetectionBayesian Inference	CodeCode Available	0
Bayesian Nonparametric Modelling for Model-Free Reinforcement Learning in LTE-LAA and Wi-Fi Coexistence	Jul 6, 2021	Autonomous DrivingBayesian Inference	—Unverified	0
q-Paths: Generalizing the Geometric Annealing Path using Power Means	Jul 1, 2021	Bayesian Inference	CodeCode Available	0
Applications of the Free Energy Principle to Machine Learning and Neuroscience	Jun 30, 2021	Bayesian InferenceBIG-bench Machine Learning	—Unverified	0
Variational Refinement for Importance Sampling Using the Forward Kullback-Leibler Divergence	Jun 30, 2021	Bayesian InferenceVariational Inference	—Unverified	0
AutoEKF: Scalable System Identification for COVID-19 Forecasting from Large-Scale GPS Data	Jun 28, 2021	Bayesian Inference	—Unverified	0
Bayesian Inference in High-Dimensional Time-Serieswith the Orthogonal Stochastic Linear Mixing Model	Jun 25, 2021	Bayesian InferenceGaussian Processes	—Unverified	0
Bayesian Eye Tracking	Jun 25, 2021	Bayesian InferenceGaze Estimation	—Unverified	0
Bayesian Neural Networks: Essentials	Jun 22, 2021	Bayesian InferenceProbabilistic Deep Learning	—Unverified	0
Repulsive Deep Ensembles are Bayesian	Jun 22, 2021	Bayesian InferenceDiversity	CodeCode Available	1

Show:10 25 50

← PrevPage 43 of 90Next →

Benchmark Results

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