{"product_id":"introduction-to-online-convex-optimization-9781680831702","title":"Introduction to Online Convex Optimization","description":"\u003cp\u003e\u003cem\u003eIntroduction to \u003c\/em\u003e\u003cem\u003eOnline Convex Optimization\u003c\/em\u003e portrays optimization as a process. In many practical applications the environment is so complex that it is infeasible to lay out a comprehensive theoretical model and use classical algorithmic theory and mathematical optimization. It is necessary as well as beneficial to take a robust approach, by applying an optimization method that learns as one goes along, learning from experience as more aspects of the problem are observed. This view of optimization as a process has become prominent in varied fields and has led to some spectacular success in modeling and systems that are now part of our daily lives.\u003c\/p\u003e \u003cp\u003e\u003cem\u003eIntroduction to \u003c\/em\u003e\u003cem\u003eOnline Convex Optimization\u003c\/em\u003e is intended to serve as a reference for a self-contained course on online convex optimization and the convex optimization approach to machine learning for the educated graduate student in computer science\/electrical engineering\/ operations research\/statistics and related fields. It is also an ideal reference for the researcher diving into this fascinating world at the intersection of optimization and machine learning.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-10495941\"\u003eElad Hazan\u003c\/a\u003e\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Now Publishers\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/10\/2016\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 190\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.60lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.40d\u003cbr\u003e\u003cb\u003eISBN13:\u003c\/b\u003e 9781680831702\u003cbr\u003e\u003cb\u003eISBN10:\u003c\/b\u003e 1680831704\u003cbr\u003e\u003cb\u003eBISAC Categories:\u003c\/b\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-MAT\"\u003eMathematics\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-MAT042000\"\u003eOptimization\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-TEC\"\u003eTechnology \u0026amp; Engineering\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-TEC007000\"\u003eElectrical\u003c\/a\u003e\u003cbr\u003e","brand":"Now Publishers","offers":[{"title":"Default Title","offer_id":44574393762029,"sku":"9781680831702","price":132.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0550\/8097\/6621\/products\/img_5c90f511-24be-464c-913e-3047d9d77536.jpg?v=1701984114","url":"https:\/\/sureshotbooks.com\/es\/products\/introduction-to-online-convex-optimization-9781680831702","provider":"SureShot Books Publishing LLC","version":"1.0","type":"link"}