This book's organization : read me first! -- Introduction : models we believe in -- What is this stuff called probability? -- Bayes' rule -- Inferring a binomial proportion via exact mathematical ...
Abstract: This letter investigates channel estimation for ultra-massive multiple-input multiple-output (MIMO) communications. We propose a joint low-rank and sparse Bayesian estimation (LRSBE) ...
Abstract: Streaming graph signal (GS) estimation is common in various network systems. Several graph filter algorithms have been proposed for streaming GS estimation, but they still fail to reach ...
Recursive Predictive Logic Engine — Bayesian Edition A deterministic, inspectable evidence engine that ingests structured operational data, measures novelty, updates per-domain reliability through ...
Most resources jump straight to (y = Xb + Zu + e). This book takes a different route: mechanism first. Students draw distributions and ellipses, trace pedigrees, and build small matrices by hand. By ...