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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 1851–1875 of 2226 papers

TitleStatusHype
A Bayesian Method for Joint Clustering of Vectorial Data and Network DataCode0
Variational Inference based on Robust DivergencesCode0
Automated Scalable Bayesian Inference via Hilbert CoresetsCode0
Bayesian Hypernetworks—0
Marginal sequential Monte Carlo for doubly intractable models—0
sgmcmc: An R Package for Stochastic Gradient Markov Chain Monte CarloCode0
Bayesian estimation of Differential Transcript Usage from RNA-seq data—0
BIBI: Bayesian Inference of Breed Composition—0
Symbolic Analysis-based Reduced Order Markov Modeling of Time Series Data—0
Bayesian Inference of Spreading Processes on Networks—0
Generative learning for deep networks—0
Analytic solution and stationary phase approximation for the Bayesian lasso and elastic netCode0
Approximate Bayesian Inference in Linear State Space Models for Intermittent Demand Forecasting at Scale—0
ZhuSuan: A Library for Bayesian Deep LearningCode0
Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization—0
Roll-back Hamiltonian Monte Carlo—0
Inverse Ising problem in continuous time: A latent variable approachCode0
Learning Inference Models for Computer Vision—0
Fast Low-Rank Bayesian Matrix Completion with Hierarchical Gaussian Prior Models—0
Dirichlet Bayesian Network Scores and the Maximum Relative Entropy Principle—0
PROBE-GK: Predictive Robust Estimation using Generalized Kernels—0
Chance, long tails, and inference: a non-Gaussian, Bayesian theory of vocal learning in songbirds—0
Learning to Draw Samples with Amortized Stein Variational Gradient Descent—0
Recovering Latent Signals from a Mixture of Measurements using a Gaussian Process Prior—0
Comparative Study of Inference Methods for Bayesian Nonnegative Matrix FactorisationCode0
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Benchmark Results

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