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Bayesian Inference

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

Papers

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Showing 1001–1025 of 2226 papers

TitleStatusHype
Bayesian Low-Rank Interpolative Decomposition for Complex Datasets—0
Location Tracking for Reconfigurable Intelligent Surfaces Aided Vehicle Platoons: Diverse Sparsities Inspired Approaches—0
Flexible and Hierarchical Prior for Bayesian Nonnegative Matrix Factorization—0
Flexible Bayesian Inference on Partially Observed Epidemics—0
A time-varying finance-led model for U.S. business cycles—0
Flexible Mixture Modeling on Constrained Spaces—0
Gaussian Process Neurons—0
FLORA: Formal Language Model Enables Robust Training-free Zero-shot Object Referring Analysis—0
Forecasting Macroeconomic Dynamics using a Calibrated Data-Driven Agent-based Model—0
Forecasting using incomplete models—0
Gaussian Process Neurons Learn Stochastic Activation Functions—0
Forget-SVGD: Particle-Based Bayesian Federated Unlearning—0
Formalizing Neurath's Ship: Approximate Algorithms for Online Causal Learning—0
Formalizing Preference Utilitarianism in Physical World Models—0
Forming Real-World Human-Robot Cooperation for Tasks With General Goal—0
A theory of data variability in Neural Network Bayesian inference—0
Foundation Models for Causal Inference via Prior-Data Fitted Networks—0
Free energy and inference in living systems—0
Free Energy Minimization: A Unified Framework for Modelling, Inference, Learning,and Optimization—0
Frequentist Guarantees of Distributed (Non)-Bayesian Inference—0
Semantic Information G Theory and Logical Bayesian Inference for Machine Learning—0
From Shannon's Channel to Semantic Channel via New Bayes' Formulas for Machine Learning—0
BayesPy: Variational Bayesian Inference in Python—0
A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics—0
BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data—0
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Benchmark Results

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