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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 801–850 of 2226 papers

TitleStatusHype
Accelerating pseudo-marginal Metropolis-Hastings by correlating auxiliary variables—0
Bayesian inference on random simple graphs with power law degree distributions—0
Bayesian Inference on Matrix Manifolds for Linear Dimensionality Reduction—0
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity—0
A prediction rigidity formalism for low-cost uncertainties in trained neural networks—0
Bayesian Inference of Transition Matrices from Incomplete Graph Data with a Topological Prior—0
Bayesian inference of the climbing grade scale—0
Bayesian Inference of Temporal Task Specifications from Demonstrations—0
Bayesian Inference of Stochastic Dynamical Networks—0
A Practitioner's Guide to Bayesian Inference in Pharmacometrics using Pumas—0
A Factor Graph Model of Trust for a Collaborative Multi-Agent System—0
Accelerating Multilevel Markov Chain Monte Carlo Using Machine Learning Models—0
Bayesian Inference of Spreading Processes on Networks—0
Bayesian inference of spatial and temporal relations in AI patents for EU countries—0
Bayesian Inference of Spacecraft Pose using Particle Filtering—0
Approximation Properties of Variational Bayes for Vector Autoregressions—0
Bayesian Inference of Self-intention Attributed by Observer—0
Bayesian Inference of Regular Expressions from Human-Generated Example Strings—0
Bayesian Inference of Recursive Sequences of Group Activities from Tracks—0
Maximum a Posteriori Inference of Random Dot Product Graphs via Conic Programming—0
Approximating Permutations with Neural Network Components for Travelling Photographer Problem—0
Adversarial Message Passing For Graphical Models—0
Bayesian Inference of Online Social Network Statistics via Lightweight Random Walk Crawls—0
Approximate Inference with the Variational Holder Bound—0
Bayesian inference of natural selection from allele frequency time series—0
Bayesian Inference of Natural Rankings in Incomplete Competition Networks—0
Approximate Inference for Spectral Mixture Kernel—0
Bayesian inference of mean velocity fields and turbulence models from flow MRI—0
Approximate Gibbs Sampler for Efficient Inference of Hierarchical Bayesian Models for Grouped Count Data—0
Bayesian Inference of Log Determinants—0
Approximate Decentralized Bayesian Inference—0
Advancing Autonomous Vehicle Safety: A Combined Fault Tree Analysis and Bayesian Network Approach—0
Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over the Simplex—0
A Bayesian model for identifying hierarchically organised states in neural population activity—0
A Bayesian Analysis of Dynamics in Free Recall—0
Bayesian inference of chaotic dynamics by merging data assimilation, machine learning and expectation-maximization—0
Bayesian inference of composition-dependent phase diagrams—0
Bayesian Inference of Bijective Non-Rigid Shape Correspondence—0
Approximate Bayesian inference in spatial environments—0
Advancing Audio Emotion and Intent Recognition with Large Pre-Trained Models and Bayesian Inference—0
Bayesian inference of a new Mallows model for characterising symptom sequences applied in primary progressive aphasia—0
Approximate Bayesian Inference in Linear State Space Models for Intermittent Demand Forecasting at Scale—0
Bayesian Inference in Sparse Gaussian Graphical Models—0
Bayesian Inference in Recurrent Explicit Duration Switching Linear Dynamical Systems—0
Approximate Bayesian inference from noisy likelihoods with Gaussian process emulated MCMC—0
Accelerating MCMC via Parallel Predictive Prefetching—0
Bayesian Inference in Physics-Driven Problems with Adversarial Priors—0
Bayesian Inference in Physics-Based Nonlinear Flame Models—0
Bayesian Inference in Model-Based Machine Vision—0
Bayesian Inference in High-Dimensional Time-Serieswith the Orthogonal Stochastic Linear Mixing Model—0
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Benchmark Results

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