@misc{OPUS4-10176, title = {Mathematical Optimization for Machine Learning}, editor = {Konstantin Fackeldey and Aswin Kannan and Sebastian Pokutta and Kartikey Sharma and Daniel Walter and Andrea Walter and Martin Weiser}, publisher = {De Gruyter}, isbn = {9783111376776}, doi = {10.1515/9783111376776}, abstract = {Mathematical optimization and machine learning are closely related. This proceedings volume of the Thematic Einstein Semester 2023 of the Berlin Mathematics Research Center MATH+ collects recent progress on their interplay in topics such as discrete optimization, nonlinear programming, optimal control, first-order methods, multilevel optimization, machine learning in optimization, physics-informed learning, and fairness in machine learning.}, language = {en} }