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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 1501–1525 of 2226 papers

TitleStatusHype
Half-VAE: An Encoder-Free VAE to Bypass Explicit Inverse Mapping—0
Hamiltonian ABC—0
Hamiltonian Adaptive Importance Sampling—0
Hamming Ball Auxiliary Sampling for Factorial Hidden Markov Models—0
Hebbian Learning of Bayes Optimal Decisions—0
Heterogeneous Learning from Demonstration—0
Heuristic Search as Evidential Reasoning—0
Hidden Markov Models Applied To Intraday Momentum Trading With Side Information—0
Hidden Markov Model: Tutorial—0
Context-tree weighting for real-valued time series: Bayesian inference with hierarchical mixture models—0
Hierarchical Bayesian myocardial perfusion quantification—0
Hierarchical MTC User Activity Detection and Channel Estimation with Unknown Spatial Covariance—0
Control-Data Separation and Logical Condition Propagation for Efficient Inference on Probabilistic Programs—0
Hierarchical thematic classification of major conference proceedings—0
HIF: Height Interval Filtering for Efficient Dynamic Points Removal—0
High-dimensional Bayesian inference via the Unadjusted Langevin Algorithm—0
High-dimensional near-optimal experiment design for drug discovery via Bayesian sparse sampling—0
High-Performance FPGA-based Accelerator for Bayesian Neural Networks—0
HJ-sampler: A Bayesian sampler for inverse problems of a stochastic process by leveraging Hamilton-Jacobi PDEs and score-based generative models—0
HomeEmergency -- Using Audio to Find and Respond to Emergencies in the Home—0
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints—0
How Adults Understand What Young Children Say—0
How Good is the Bayes Posterior in Deep Neural Networks Really?—0
How Much More Probable is "Much More Probable"? Verbal Expressions for Probability Updates—0
How particular is the physics of the free energy principle?—0
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Benchmark Results

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