Machine Learning

Holistic Artificial Intelligence in Medicine; improved performance and explainability
With the increasing interest in deploying Artificial Intelligence in medicine, our group previously introduced HAIM (Holistic AI in …
Periklis Petridis, Georgios Margaritis, Vasilis Stoumpou, Dimitris Bertsimas
arXiv
Global Optimization: A Machine Learning Approach
Many approaches for addressing global optimization problems typically rely on relaxations of nonlinear constraints over specific …
Dimitris Bertsimas, Georgios Margaritis
Journal
Global Optimization Using Maching Learning
Many approaches for addressing Global Optimization problems typically rely on relaxations of nonlinear constraints over specific …
May 29, 2023 12:00 AM SIAM Conference on Optimization (OPT23)
Dimitris Bertsimas, Georgios Margaritis
PDF Slides