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 1301–1325 of 2226 papers

TitleStatusHype
Stochastic triangular mesh mapping: A terrain mapping technique for autonomous mobile robots—0
Stochastic Variational Bayesian Inference for a Nonlinear Forward Model—0
Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking—0
Stock Trading Using PE ratio: A Dynamic Bayesian Network Modeling on Behavioral Finance and Fundamental Investment—0
Streaming Bayes GFlowNets—0
Streaming Bayesian Inference for Crowdsourced Classification—0
Streaming Bayesian inference: theoretical limits and mini-batch approximate message-passing—0
String and Membrane Gaussian Processes—0
Structured Stochastic Gradient MCMC: a hybrid VI and MCMC approach—0
Subsampling Sequential Monte Carlo for Static Bayesian Models—0
Subspace Constrained Variational Bayesian Inference for Structured Compressive Sensing with a Dynamic Grid—0
Surprise Calibration for Better In-Context Learning—0
Surrogate Likelihoods for Variational Annealed Importance Sampling—0
SwISS: A Scalable Markov chain Monte Carlo Divide-and-Conquer Strategy—0
Switching Linear Dynamics for Variational Bayes Filtering—0
Symbolic Analysis-based Reduced Order Markov Modeling of Time Series Data—0
Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems—0
TapType: Ten-finger text entry on everyday surfaces via Bayesian inference—0
Taxonomy, Structure, and Implementation of Evidential Reasoning—0
Tensor Regression Meets Gaussian Processes—0
SBI -- A toolkit for simulation-based inference—0
Textual Bayes: Quantifying Uncertainty in LLM-Based Systems—0
That's Mine! Learning Ownership Relations and Norms for Robots—0
The Bayesian Approach to Continual Learning: An Overview—0
The "Bayesian" brain, with a bit less Bayes—0
Show:102550
← PrevPage 53 of 90Next →

Benchmark Results

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