Gå direkte til innholdet

Puslespill -20% »

Til startsiden
Søk etter din neste leseopplevelse
Introduction to Online Convex Optimization, second edition
Spar

Introduction to Online Convex Optimization, second edition

innbundet, Engelsk, 2022
Forfatter:
797,-
Sendes innen 5-7 virkedager
New edition of a graduate-level textbook on that focuses on online convex optimization, a machine learning framework that views optimization as a process.

In many practical applications, the environment is so complex that it is not feasible to lay out a comprehensive theoretical model and use classical algorithmic theory and/or mathematical optimization. Introduction to Online Convex Optimization presents a robust machine learning approach that contains elements of mathematical optimization, game theory, and learning theory: an optimization method that learns from experience as more aspects of the problem are observed. This view of optimization as a process has led to some spectacular successes in modeling and systems that have become part of our daily lives.

Based on the "Theoretical Machine Learning" course taught by the author at Princeton University, the second edition of this widely used graduate level text features:

  • Thoroughly updated material throughout
  • New chapters on boosting, adaptive regret, and approachability and expanded exposition on optimization
  • Examples of applications, including prediction from expert advice, portfolio selection, matrix completion and recommendation systems, SVM training, offered throughout
  • Exercises that guide students in completing parts of proofs

    Mer om Adlibris

    Om Adlibris

    Vi er Nordens største nettbokhandel, og tilbyr over 13 millioner boktitler og det meste av det beste innen spill, leker, hobby og garn. Vår misjon er å være en moderne bokhandel for alle bokelskere: et innbydende sted for lesing, læring og skaping. Det er hva som driver oss, hver dag. Adlibris er en del av Bonnier Group.

    • Alltid gode priser

    • Fri frakt over 299,-

    • Nordens største bokhandel

    Meld deg på nyhetsbrev

    Motta våre beste boktips, nyheter og gode tilbud. Registrer deg nå, og få 10% rabatt på det første kjøpet ditt. Tilbudet gjelder kun nye abonnenter og privatkunder. Rabatten gjelder ikke norske bøker utgitt 2024, fag- og studielitteratur, digitale bøker og gavekort.