{"product_id":"mathematical-optimization-for-machine-learning","title":"Mathematical Optimization for Machine Learning","description":"\u003cp\u003eMathematical 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. \u003c\/p\u003e","brand":"De Gruyter","offers":[{"title":"Default Product","offer_id":57334876045656,"sku":"9783111375854","price":180.42,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9783111375854.jpg?v=1779277600","url":"https:\/\/agendabookshop.com\/products\/mathematical-optimization-for-machine-learning","provider":"Agenda Bookshop","version":"1.0","type":"link"}