The field of artificial intelligence is undergoing a significant transformation with the rise of hybrid AI systems that ...

When you listen to quantum enthusiasts, you may feel tempted to treat QML as an emerging silver bullet, which it isn’t.

In addition, the book includes an introduction to artificial neural networks, convex optimization, multi-objective optimization and applications of optimization in machine learning. About the Purdue ...

Intelligent Co-Optimization Of Software And Hardware Leads To Rapid Innovation In fact, what both of the aforementioned market leaders have recently demonstrated is that advanced system designs ...

This paper provides a review and commentary on the past, present, and future of numerical optimization algorithms in the context of machine learning applications. Through case studies on text ...

Meeting The Data Needs Of AI The data science and machine learning technology space is undergoing rapid changes, fueled primarily by the wave of generative AI and—just in the last year—agentic ...