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 451–475 of 2226 papers

Title	Date	Tasks	Status	Score
Differentially Private Federated Variational Inference	Nov 24, 2019	Bayesian InferenceFederated Learning	CodeCode Available	5
Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference	May 24, 2023	Bayesian InferenceUncertainty Quantification	CodeCode Available	5
Detecting structural perturbations from time series with deep learning	Jun 9, 2020	Bayesian InferenceDeep Learning	CodeCode Available	5
Measuring diachronic sense change: new models and Monte Carlo methods for Bayesian inference	Apr 14, 2021	Bayesian Inference	CodeCode Available	5
Bandit Learning with Implicit Feedback	Dec 1, 2018	Bayesian InferenceThompson Sampling	CodeCode Available	5
Development of Use-specific High Performance Cyber-Nanomaterial Optical Detectors by Effective Choice of Machine Learning Algorithms	Dec 26, 2019	Bayesian Inference	CodeCode Available	5
Adversarial robustness of amortized Bayesian inference	May 24, 2023	Adversarial RobustnessBayesian Inference	CodeCode Available	5
Metric Gaussian Variational Inference	Jan 30, 2019	Bayesian InferenceVariational Inference	CodeCode Available	5
Dependent Multinomial Models Made Easy: Stick Breaking with the Pólya-Gamma Augmentation	Jun 18, 2015	Bayesian InferencePosition	CodeCode Available	5
Unifying Summary Statistic Selection for Approximate Bayesian Computation	Jun 6, 2022	Bayesian InferenceDimensionality Reduction	CodeCode Available	5
Differentially Private Bayesian Inference for Exponential Families	Sep 6, 2018	Bayesian Inference	CodeCode Available	5
Bayesian inference of species trees using diffusion models	Sep 16, 2019	Bayesian Inference	CodeCode Available	5
Distilling Importance Sampling for Likelihood Free Inference	Oct 8, 2019	Bayesian InferenceEpidemiology	CodeCode Available	5
Efficient and Transferable Adversarial Examples from Bayesian Neural Networks	Nov 10, 2020	Adversarial AttackBayesian Inference	CodeCode Available	5
A Bayesian Monte Carlo approach for predicting the spread of infectious diseases	Apr 26, 2019	Bayesian InferenceDisease Prediction	CodeCode Available	5
Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference	Nov 25, 2021	Bayesian InferenceDimensionality Reduction	CodeCode Available	5
Fast post-process Bayesian inference with Variational Sparse Bayesian Quadrature	Mar 9, 2023	Active LearningBayesian Inference	CodeCode Available	5
Bayesian Inference on Brain-Computer Interfaces via GLASS	Apr 14, 2023	Bayesian InferenceEEG	CodeCode Available	5
BAMBI: blind accelerated multimodal Bayesian inference	Oct 13, 2011	Bayesian Inference	CodeCode Available	5
Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes	Jun 12, 2019	Activity RecognitionAudio Classification	CodeCode Available	5
Amortized Bayesian Inference of GISAXS Data with Normalizing Flows	Oct 4, 2022	Bayesian InferenceObject	CodeCode Available	5
Deep Bayesian Structure Networks	Sep 25, 2019	Bayesian InferenceNeural Architecture Search	CodeCode Available	5
MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics	Sep 19, 2008	Bayesian Inference	CodeCode Available	5
Mutually Regressive Point Processes	Dec 1, 2019	Bayesian InferencePoint Processes	CodeCode Available	5
Deep Bayesian inference for seismic imaging with tasks	Oct 10, 2021	Bayesian InferenceInductive Bias	CodeCode Available	5

Show:10 25 50

← PrevPage 19 of 90Next →

Benchmark Results

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