Title: 5-Day International Workshop on Theory and Applications of Optimization in Machine Learning.

Dates: April 04–08, 2025

About the Workshop:

Machine learning (ML) has become one of the most transformative technologies, underpinning advancements across diverse domains like healthcare, finance, robotics, and artificial intelligence. Optimization methods play a critical role in improving the performance of ML models by solving complex problems such as parameter tuning, feature selection, and clustering. This workshop aims to bridge the gap between theoretical advancements in optimization and their practical applications in machine learning. Solve machine learning problems with competing objectives (e.g., minimizing model error while maximizing interpretability).