🎲 Probabilistic Programming - DiToast · Scour

Making Recursive Bayesian Inference Robust

🎯Randomized Algorithms Academic

A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity

⚙Functional Programming

journals.plos.org·

Bayesian efficient coding as a theory of perception: progress, controversies, and prospects

📊Information Theory

Gradient-informed Hamiltonian Monte Carlo for multicomponent CALPHAD model optimization and uncertainty quantification

🔐Cryptography Academic

sciencedirect.com·

Stein’s method, learning and inference -or- how to really monitor convergence and thin chains

🎯Randomized Algorithms Academic

statmodeling.stat.columbia.edu·

Less-relevant results

What’s a few hundred becquerels per cubic metre among friends?

📐Algorithms News

Jonathan Crowe’s Newsletter via buttondown.com·

Ergodic Theory in Classical and Bayesian Inference

📊Information Theory Academic

sync with upstream · vinta/awesome-python@eb86241

📐Algorithms Code

Awesome List Updated on Jun 04, 2026

📝Text Editors

trackawesomelist.com·

Learning the Universe: Posterior Reliability of Neural Generative Models in High-Dimensional Field-Level Inference of Cosmic Initial Conditions

📊Information Theory Academic

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

🎯Randomized Algorithms Academic

Variational inference-based prior-informed root cause analysis in closed-loop systems

📣Software Criticism Academic

sciencedirect.com·

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

🎯Randomized Algorithms Academic

Sample Where You Struggle: Sharpening Base Model Reasoning via Entropy-Guided Power Sampling

🎯Randomized Algorithms Academic

Animal acoustic communication has a conserved optimal rhythm within the neural delta range

📊Information Theory

journals.plos.org·

Step-specific activation energies in hydrogen direct reduction of iron ore are identifiable from conversion data via Bayesian inference

🔐Cryptography Academic

sciencedirect.com·

Connectivity of Districting Metagraphs

🕸️Graph Theory Academic

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

🎯Randomized Algorithms Academic

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

⚡Concurrency Academic

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

🎯Randomized Algorithms Academic

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