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 201–225 of 2226 papers

TitleStatusHype
Repulsive Deep Ensembles are BayesianCode1
RNN with Particle Flow for Probabilistic Spatio-temporal ForecastingCode1
A Simple Baseline for Bayesian Uncertainty in Deep LearningCode1
Robust Outlier Rejection for 3D Registration with Variational BayesCode1
SAME but Different: Fast and High-Quality Gibbs Parameter EstimationCode1
Bayesian Adversarial Human Motion SynthesisCode1
A Bayesian algorithm for retrosynthesisCode1
Antipodes of Label Differential Privacy: PATE and ALIBICode1
Bayesian hierarchical stacking: Some models are (somewhere) usefulCode1
Score Matched Neural Exponential Families for Likelihood-Free InferenceCode1
Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive FlowsCode1
ComBiNet: Compact Convolutional Bayesian Neural Network for Image SegmentationCode1
Efficient Online Bayesian Inference for Neural BanditsCode1
Spacecraft Collision Risk Assessment with Probabilistic ProgrammingCode1
Pick-and-Mix Information Operators for Probabilistic ODE SolversCode1
Stein Variational Gradient Descent: A General Purpose Bayesian Inference AlgorithmCode1
A Gibbs Sampler for Efficient Bayesian Inference in Sign-Identified SVARs—0
A Generative Modeling Framework for Inferring Families of Biomechanical Constitutive Laws in Data-Sparse Regimes—0
Accurate Evaluation of Asset Pricing Under Uncertainty and Ambiguity of Information—0
Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements—0
A Generalization Bound for Online Variational Inference—0
A Bayesian Perspective on the Maximum Score Problem—0
A Technical Critique of Some Parts of the Free Energy Principle—0
A Bayesian Approach for Accurate Classification-Based Aggregates—0
Accounting for contact network uncertainty in epidemic inferences—0
Show:102550
← PrevPage 9 of 90Next →

Benchmark Results

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