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 601–625 of 2226 papers

TitleStatusHype
Reliability Analysis of Complex Systems using Subset Simulations with Hamiltonian Neural Networks—0
Stable generative modeling using Schrödinger bridges—0
Neural Population Decoding and Imbalanced Multi-Omic Datasets For Cancer Subtype Diagnosis—0
Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration—0
A Compact Representation for Bayesian Neural Networks By Removing Permutation SymmetryCode0
Tractable Function-Space Variational Inference in Bayesian Neural NetworksCode0
Deep de Finetti: Recovering Topic Distributions from Large Language Models—0
Stochastic Control Barrier Functions with Bayesian Inference for Unknown Stochastic Differential Equations—0
Bayesian Analysis of Combinatorial Gaussian Process Bandits—0
Distributed Bayesian Inference for Large-Scale IoT Systems—0
Observation-Augmented Contextual Multi-Armed Bandits for Robotic Search and Exploration—0
Safeguarded Progress in Reinforcement Learning: Safe Bayesian Exploration for Control Policy Synthesis—0
Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear ModelCode0
Do Bayesian Neural Networks Improve Weapon System Predictive Maintenance?—0
Bayesian Metaplasticity from Synaptic Uncertainty—0
Calibrated One Round Federated Learning with Bayesian Inference in the Predictive SpaceCode0
Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling—0
Vehicle Lane Change Prediction based on Knowledge Graph Embeddings and Bayesian Inference—0
Learning Differentiable Particle Filter on the FlyCode0
nbi: the Astronomer's Package for Neural Posterior Estimation—0
Simulation-Based Inference of Surface Accumulation and Basal Melt Rates of an Antarctic Ice Shelf from Isochronal LayersCode0
Bayesian causal discovery from unknown general interventionsCode0
Spinal Muscle Atrophy Disease Modelling as Bayesian Network—0
A Metalearned Neural Circuit for Nonparametric Bayesian InferenceCode0
Bayesian inference of a new Mallows model for characterising symptom sequences applied in primary progressive aphasia—0
Show:102550
← PrevPage 25 of 90Next →

Benchmark Results

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