SOTAVerified

Bayesian Inference

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1826–1850 of 2226 papers

TitleStatusHype
Episodic memory for continual model learning—0
Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit—0
Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal NeuronsCode0
Molecular Clock Dating using MrBayes—0
Riemannian Stein Variational Gradient Descent for Bayesian InferenceCode0
Gaussian Process Neurons Learn Stochastic Activation Functions—0
On the use of bootstrap with variational inference: Theory, interpretation, and a two-sample test example—0
A Parameter-Free Learning Automaton Scheme—0
Computing the quality of the Laplace approximation—0
Variational Bayesian Inference For A Scale Mixture Of Normal Distributions Handling Missing Data—0
A Kolmogorov-Smirnov test for the molecular clock on Bayesian ensembles of phylogenies—0
How Wrong Am I? - Studying Adversarial Examples and their Impact on Uncertainty in Gaussian Process Machine Learning Models—0
Bootstrapped synthetic likelihood—0
Message Passing Stein Variational Gradient Descent—0
Variational Gaussian Dropout is not Bayesian—0
Flexible statistical inference for mechanistic models of neural dynamicsCode0
Spintronics based Stochastic Computing for Efficient Bayesian Inference System—0
Learning Asymmetric and Local Features in Multi-Dimensional Data through Wavelets with Recursive PartitioningCode0
Deep Neural Networks as Gaussian ProcessesCode0
Tensor Regression Meets Gaussian Processes—0
Grammar Induction for Minimalist Grammars using Variational Bayesian Inference : A Technical ReportCode0
Implicit Causal Models for Genome-wide Association Studies—0
Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection—0
Reparameterizing the Birkhoff Polytope for Variational Permutation Inference—0
Bayesian Inference over the Stiefel Manifold via the Givens Representation—0
Show:102550
← PrevPage 74 of 90Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1F-SWAAccuracy83.61—Unverified
2F-SWAGAccuracy80.93—Unverified