Utvidet returrett til 31. januar 2025

Bøker i Foundations and Trends (R) in Optimization-serien

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  • - The Geometry of Structured Optimization
    av Zhenan Fan
    1 023,-

    An atomic decomposition provides a description of the most informative features of a solution or a kind of generalized principal component analysis. In this book, the authors describe the rich convex geometry that underlies atomic decomposition and demonstrate its use in practical examples.

  • av Ruidi Chen
    1 400,-

    Presents a comprehensive statistical learning framework that uses Distributionally Robust Optimization (DRO) under the Wasserstein metric to ensure robustness to perturbationsin the data. The authors introduce the reader to the fundamental properties of the Wasserstein metric and the DRO formulation, before explaining the theory in detail.

  • av Alexandre dAspremont
    1 332,-

    This book is an introduction to Acceleration Methods used in convex optimization that enables the reader to quickly understand the important principles and apply the techniques to their own research.

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