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 1076–1100 of 2226 papers

TitleStatusHype
Sampling with Trusthworthy Constraints: A Variational Gradient FrameworkCode0
A Novel Gaussian Process Based Ground Segmentation Algorithm with Local-Smoothness Estimation—0
Impression learning: Online representation learning with synaptic plasticityCode0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained DomainCode0
A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics—0
Functional Variational Inference based on Stochastic Process Generators—0
A category theory framework for Bayesian learning—0
Model Reduction of Linear Dynamical Systems via Balancing for Bayesian InferenceCode0
Forget-SVGD: Particle-Based Bayesian Federated Unlearning—0
Probabilistic Deep Learning with Generalised Variational Inference—0
Structured Stochastic Gradient MCMC: a hybrid VI and MCMC approach—0
Can Sequential Bayesian Inference Solve Continual Learning?—0
Bridging the reality gap in quantum devices with physics-aware machine learning—0
Bayesian Learning via Neural Schrödinger-Föllmer Flows—0
Kalman filters as the steady-state solution of gradient descent on variational free energy—0
The "Bayesian" brain, with a bit less Bayes—0
Robustness of Bayesian Neural Networks to White-Box Adversarial Attacks—0
Bayesian inference of the climbing grade scale—0
MC-CIM: Compute-in-Memory with Monte-Carlo Dropouts for Bayesian Edge Intelligence—0
Multi-Task Neural Processes—0
Empirical analysis of representation learning and exploration in neural kernel banditsCode0
Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in NeuroimagingCode0
Swift sky localization of gravitational waves using deep learning seeded importance samplingCode0
Aligned Multi-Task Gaussian Process—0
Show:102550
← PrevPage 44 of 90Next →

Benchmark Results

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