Abstract: This half-day (3-hour) tutorial is a pragmatic introduction to the Archival Resource Key (ARK), a 22-year-old, non-paywalled identifier scheme that is widely used for persistent access to ...

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

An exercise-driven course on Advanced Python Programming that was battle-tested several hundred times on the corporate-training circuit for more than a decade. Written by David Beazley, author of the ...

This repository provides the official implementation of our paper: "A Combination-based Framework for Generative Text–image Retrieval: Dual Identifiers and Hybrid Retrieval Strategies" . We focus on ...