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 ...

The Center for Optimization and Statistical Learning (OSL) integrates these research areas to enable the creation of new AI systems — while training a new generation of engineers. Our Research Our ...

Barren plateaus are stretches of the quantum algorithm optimization landscape so unnervingly flat that gradient‑based methods ...