{"product_id":"mathematical-optimization-for-machine-learning-9783111375854","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":"Konstantin Fackeldey","offers":[{"title":"Default Title","offer_id":48265060122875,"sku":"9783111375854","price":175.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0779\/3917\/9771\/files\/CoreSourceHub_e1d3baf2-e00f-4add-8af1-f16ff99c1ad2.jpg?v=1776639414","url":"https:\/\/indiepubs.com\/products\/mathematical-optimization-for-machine-learning-9783111375854","provider":"IndiePubs","version":"1.0","type":"link"}