SOTAVerified

Bayesian Inference

Bayesian Inference is a methodology that employs Bayes Rule to estimate parameters (and their full posterior).

Papers

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Showing 1276–1300 of 2226 papers

TitleStatusHype
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
Forming Real-World Human-Robot Cooperation for Tasks With General Goal—0
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
Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty RegularizationCode0
Bayesian Causal Structural Learning with Zero-Inflated Poisson Bayesian Networks—0
Generalised Bayesian Filtering via Sequential Monte Carlo—0
Bidirectional Convolutional Poisson Gamma Dynamical SystemsCode0
Baxter Permutation ProcessCode0
Bayesian PseudocoresetsCode0
Online Bayesian Goal Inference for Boundedly Rational Planning Agents—0
Distributed Variational Bayesian Algorithms Over Sensor Networks—0
Free Energy Minimization: A Unified Framework for Modelling, Inference, Learning,and Optimization—0
Variational Refinement for Importance SamplingUsing the Forward Kullback-Leibler Divergence—0
On the Inconsistency of Bayesian Inference for Misspecified Neural Networks—0
Parametric Bootstrap Ensembles as Variational Inference—0
Transforming Worlds: Automated Involutive MCMC for Open-Universe Probabilistic Models—0
Gaussian Density Parametrization Flow: Particle and Stochastic Approaches—0
Understanding Variational Inference in Function-SpaceCode0
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Benchmark Results

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