Bayesian Inference

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Population-Aware Physics-Informed Neural Particle Flow for Bayesian Update

聽馃幉Probability 聽Content type: Academic
arxiv.org路

Large-scale empirical tuning and comparison of default optimizers for variational inference

聽馃幉Probability 聽Content type: Academic
arxiv.org路

Failure prognostics under sensor degradation: A comparative study of online and batch Bayesian inference

聽馃幉Probability 聽Content type: Academic
sciencedirect.com路

sync with upstream 路 vinta/awesome-python@eb86241

聽馃AI 聽Content type: Code
github.com路

Active Learning with Bayesian Reasoning: A POGIL-Based Pedagogy in Introductory Statistics

聽馃幉Probability 聽Content type: Academic
arxiv.org路

A 185 TOPS/W/mm2 Bayesian Inference Engine with 640 aJ Write-Free FeFET GRNG for Uncertainty-Aware Aerial Search and Rescue

聽馃搳Statistics 聽Content type: Academic
arxiv.org路

LMT: A Bayesian Framework for Causal Discovery from Textual Alarm Records in Manufacturing Systems

聽馃幉Probability 聽Content type: Academic
arxiv.org路

A 65 nm Multi-Modal Bayesian Inference Engine with 16.3 fJ/Sample Calibration-Free GRNG for Risk-Aware At-Home Skin Lesion Screening

聽馃幉Probability 聽Content type: Academic
arxiv.org路

Connectivity of Districting Metagraphs

聽馃幉Probability 聽Content type: Academic
arxiv.org路

Structure-Preserving Correction Learning for Sparse Bayesian Inference in Brain Source Imaging

聽馃幉Probability 聽Content type: Academic
arxiv.org路

Neural Galerkin Normalizing Flows for Bayesian Inference of Diffusions with Inaccessible Boundaries

聽馃幉Probability 聽Content type: Academic
arxiv.org路

A Flexible Approach to Augmenting a Bayesian VAR with Nonlinear Factors

聽馃幉Probability 聽Content type: Academic
arxiv.org路

Folded Transport MCMC: Certifiable Quotient Posterior Computation for Symmetric Bayesian Models

聽馃搳Bayesian Statistics 聽Content type: Academic
arxiv.org路

Bayesian Probing on Graphs

聽馃幉Probability 聽Content type: Academic
arxiv.org路

Variational Proximal Policy Optimization

聽馃幆RLHF 聽Content type: Academic
arxiv.org路

Trace-Class Results for MCMC Algorithms for Student-t Regression Models

聽馃搳Bayesian Statistics 聽Content type: Academic
arxiv.org路

Discrete-symmetry-adapted Markov chain Monte Carlo for the electro-elasticity of polymers: chain taut, collapse, and order

聽馃幉Probability 聽Content type: Academic
arxiv.org路

A coupling-based approach to f-divergences diagnostics for Markov chain Monte Carlo

聽馃幉Probability 聽Content type: Academic
arxiv.org路

Hessian-informed, Coordinate Friendly Hamiltonian Monte Carlo in Linear Time

聽馃幉Probability 聽Content type: Academic
arxiv.org路

Methods for adjusting for covariate measurement error in flexible modelling of functional form: results of a blinded, controlled neutral comparison simulation study

聽馃幉Probability 聽Content type: Academic
arxiv.org路

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