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 1201–1225 of 2226 papers

TitleStatusHype
Scalable Bayesian Inverse Reinforcement Learning by Auto-Encoding Reward—0
Variational Multi-Task Learning—0
Towards Adversarial Robustness of Bayesian Neural Network through Hierarchical Variational InferenceCode1
A Bayesian-Symbolic Approach to Learning and Reasoning for Intuitive Physics—0
Uncertainty Calibration Error: A New Metric for Multi-Class Classification—0
A Tutorial on Sparse Gaussian Processes and Variational Inference—0
On Batch Normalisation for Approximate Bayesian Inference—0
Gradient-Free Adversarial Attacks for Bayesian Neural NetworksCode0
Alternating linear scheme in a Bayesian framework for low-rank tensor approximation—0
Recent advances in deep learning theory—0
Score Matched Neural Exponential Families for Likelihood-Free InferenceCode1
Forming Real-World Human-Robot Cooperation for Tasks With General Goal—0
Spacecraft Collision Risk Assessment with Probabilistic ProgrammingCode1
Lévy walks derived from a Bayesian decision-making model in non-stationary environments—0
Bayesian neural network with pretrained protein embedding enhances prediction accuracy of drug-protein interactionCode0
Bayesian Neural Ordinary Differential Equations—0
Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian InferenceCode0
Noise and Fluctuation of Finite Learning Rate Stochastic Gradient Descent—0
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantificationCode1
Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty RegularizationCode0
Bayesian PseudocoresetsCode0
Online Bayesian Goal Inference for Boundedly Rational Planning Agents—0
Generalised Bayesian Filtering via Sequential Monte Carlo—0
Bidirectional Convolutional Poisson Gamma Dynamical SystemsCode0
Baxter Permutation ProcessCode0
Show:102550
← PrevPage 49 of 90Next →

Benchmark Results

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