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 1351–1375 of 2226 papers

TitleStatusHype
Thompson Sampling on Symmetric α-Stable Bandits—0
Hardware implementation of timely reliable Bayesian decision-making using memristors—0
Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems—0
Topology Change Aware Data-Driven Probabilistic Distribution State Estimation Based on Gaussian Process—0
TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference—0
Toward a Universal Cortical Algorithm: Examining Hierarchical Temporal Memory in Light of Frontal Cortical Function—0
Toward Biochemical Probabilistic Computation—0
A Diffusion Approximation Theory of Momentum SGD in Nonconvex Optimization—0
Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time Series Process Optimization—0
Towards an Author-Topic-Term-Model Visualization of 100 Years of German Sociological Society Proceedings—0
Towards a Unified Framework for Sequential Decision Making—0
Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification—0
Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry—0
Towards identifying the optimal datasize for lexically-based Bayesian inference of linguistic phylogenies—0
Towards Machine Wald—0
Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using The Generalized Hyperbolic Prior—0
Towards Reliable Uncertainty Quantification via Deep Ensembles in Multi-output Regression Task—0
Towards Robust Object Detection: Bayesian RetinaNet for Homoscedastic Aleatoric Uncertainty Modeling—0
Towards Scalable Bayesian Learning of Causal DAGs—0
Towards Unifying Perceptual Reasoning and Logical Reasoning—0
Tracking disease outbreaks from sparse data with Bayesian inference—0
Tractable Fully Bayesian Inference via Convex Optimization and Optimal Transport Theory—0
Traffic Flow Prediction via Variational Bayesian Inference-based Encoder-Decoder Framework—0
Trajectory Modeling via Random Utility Inverse Reinforcement Learning—0
Transflow Learning: Repurposing Flow Models Without Retraining—0
Show:102550
← PrevPage 55 of 90Next →

Benchmark Results

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