Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

Now much more than arithmetic and geometry, mathematics today is a diverse discipline that deals with data, measurements, and observations from science; with inference, deduction, and proof; and with ...

Abstract: Knowledge Graphs (KGs), with their intricate hierarchies and semantic ... and many-to-many relational patterns and studied the behavior of state-of-the-art models including the proposed SimE ...

Book Abstract: A hands-on guide to powerful graph-based deep learning models. Graph Neural Networks in Action teaches you to build cutting-edge graph neural networks for recommendation engines, ...

This book focuses on computational intelligence techniques and their applications — fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years ...