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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 2151–2175 of 2226 papers

TitleStatusHype
A Markov Model of Machine Translation using Non-parametric Bayesian Inference—0
Learning non-concatenative morphology—0
Collapsed Variational Bayesian Inference for PCFGs—0
Modeling Human Decision-making in Generalized Gaussian Multi-armed Bandits—0
Probabilistic inverse reinforcement learning in unknown environments—0
Algorithms of the LDA model [REPORT]—0
Non-Uniform Blind Deblurring with a Spatially-Adaptive Sparse Prior—0
On Russian Roulette Estimates for Bayesian Inference with Doubly-Intractable Likelihoods—0
Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC—0
Bayesian Inference of Natural Rankings in Incomplete Competition Networks—0
Bayesian Differential Privacy through Posterior Sampling—0
Fast Dual Variational Inference for Non-Conjugate LGMs—0
Distributed Bayesian inference for consistent labeling of tracked objects in non-overlapping camera networks—0
Declarative Modeling and Bayesian Inference of Dark Matter Halos—0
NLI Shared Task 2013: MQ Submission—0
A Bayesian Approach to Multimodal Visual Dictionary Learning—0
Mean field variational Bayesian inference for support vector machine classification—0
Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation—0
Towards an Author-Topic-Term-Model Visualization of 100 Years of German Sociological Society Proceedings—0
Inferring ground truth from multi-annotator ordinal data: a probabilistic approach—0
Model-based Bayesian Reinforcement Learning for Dialogue Management—0
How Much More Probable is "Much More Probable"? Verbal Expressions for Probability Updates—0
Bayesian Inference for Radar Imagery Based Surveillance—0
Heuristic Search as Evidential Reasoning—0
Some Extensions of Probabilistic Logic—0
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Benchmark Results

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