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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 2001–2025 of 2226 papers

TitleStatusHype
Mixture of Bilateral-Projection Two-dimensional Probabilistic Principal Component Analysis—0
The high-conductance state enables neural sampling in networks of LIF neurons—0
A Relaxed Drift Diffusion Model for Phylogenetic Trait Evolution—0
Fast Parallel SVM using Data Augmentation—0
Probabilistic Model-Based Approach for Heart Beat Detection—0
On the Differential Privacy of Bayesian Inference—0
A Theoretically Grounded Application of Dropout in Recurrent Neural NetworksCode0
Efficient Bayesian species tree inference under the multi-species coalescent—0
Discriminative Nonparametric Latent Feature Relational Models with Data Augmentation—0
Neuron's Eye View: Inferring Features of Complex Stimuli from Neural ResponsesCode0
Bayesian Matrix Completion via Adaptive Relaxed Spectral RegularizationCode0
CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional DataCode0
The Population Posterior and Bayesian Modeling on Streams—0
Dependent Multinomial Models Made Easy: Stick-Breaking with the Polya-gamma Augmentation—0
Bidirectional Recurrent Neural Networks as Generative Models—0
Max-Margin Majority Voting for Learning from Crowds—0
Multi-Class Multi-Annotator Active Learning With Robust Gaussian Process for Visual Recognition—0
Bayesian inference via rejection filtering—0
BIRDNEST: Bayesian Inference for Ratings-Fraud Detection—0
Accelerating pseudo-marginal Metropolis-Hastings by correlating auxiliary variables—0
Biologically Inspired Dynamic Textures for Probing Motion Perception—0
Bayesian Inference in Cumulative Distribution Fields—0
Toward Biochemical Probabilistic Computation—0
Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems—0
Bayesian Inference of Online Social Network Statistics via Lightweight Random Walk Crawls—0
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Benchmark Results

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