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 751–775 of 2226 papers

TitleStatusHype
Are you using test log-likelihood correctly?—0
Bayesian mechanics of self-organising systems—0
A Review of Multiple Try MCMC algorithms for Signal Processing—0
A Generative Modeling Framework for Inferring Families of Biomechanical Constitutive Laws in Data-Sparse Regimes—0
Accurate Evaluation of Asset Pricing Under Uncertainty and Ambiguity of Information—0
Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage Bias—0
Bayesian Low Rank Tensor Ring Model for Image Completion—0
A Review of Change of Variable Formulas for Generative Modeling—0
Bayesian Low-Rank Interpolative Decomposition for Complex Datasets—0
Bayesian Logistic Shape Model Inference: application to cochlea image segmentation—0
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation—0
Bayesian Learning via Neural Schrödinger-Föllmer Flows—0
Bayesian learning of orthogonal embeddings for multi-fidelity Gaussian Processes—0
Are low frequency macroeconomic variables important for high frequency electricity prices?—0
Bayesian Learning of Kernel Embeddings—0
Bayesian Learning for Neural Networks: an algorithmic survey—0
A Relaxed Drift Diffusion Model for Phylogenetic Trait Evolution—0
A Generalization Bound for Online Variational Inference—0
Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements—0
A Bayesian Perspective on the Maximum Score Problem—0
Bayesian Knowledge-driven Critiquing with Indirect Evidence—0
A recursive Bayesian neural network for constitutive modeling of sands under monotonic loading—0
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise—0
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics-Native Communication—0
Bayesian Invariant Risk Minimization—0
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Benchmark Results

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