Bokus

Sebastian Pokutta – författare

Visar alla böcker från författaren Sebastian Pokutta. Handla med fri frakt och snabb leverans.

5 produkter

  1. Gábor Braun, Alejandro Carderera, Cyrille W. Combettes, Hamed Hassani, Amin Karbasi, Aryan Mokhtari, Sebastian Pokutta - Conditional Gradient Methods, Häftad. Tillgänglighet: Lägg i varukorg

    Conditional Gradient Methods

    From Core Principles to AI Applications

    Av Gábor Braun, Alejandro Carderera m. fl.

    Häftad, 2025

    906 kr

    Lägg i varukorg

    Conditional Gradient Methods: From Core Principles to AI Applications offers a definitive and modern treatment of one of the most elegant and versatile algorithmic families in optimization: the Frank–Wolfe method and its many variants. Originally proposed in the 1950s, these projection-free …

  2. Sanjeena Dang, Antoine Deza, Swati Gupta, Paul D. McNicholas, Masashi Sugiyama, Sebastian Pokutta - Data Science and Optimization, Inbunden. Tillgänglighet: Lägg i varukorg

    Data Science and Optimization

    Av Sanjeena Dang, Antoine Deza m. fl.

    Inbunden, 2026

    2188 kr

    Lägg i varukorg

    Data science and optimization are increasingly intertwined as both focus on developing computational and methodological approaches to tackling large and otherwise complex datasets. Optimization is primarily concerned with accuracy, computational efficiency, and robustness while data science …

  3. Masashi Sugiyama, Paul D. McNicholas, Swati Gupta, Antoine Deza, Sanjeena Dang, Sebastian Pokutta - Data Science and Optimization, E-bok. Tillgänglighet: Lägg i varukorg

    Data Science and Optimization

    Av Masashi Sugiyama, Paul D. McNicholas m. fl.

    E-bok, 2026

    2925 kr

    Lägg i varukorg

    Data science and optimization are increasingly intertwined as both focus on developing computational and methodological approaches to tackling large and otherwise complex datasets. Optimization is primarily concerned with accuracy, computational efficiency, and robustness while data science …

  4. Christopher Bülte, Martin Burger, Matthias Hein, Gitta Kutyniok, Sebastian Pokutta, Ingo Steinwart - Theoretical Foundations of Deep Learning, Inbunden. Tillgänglighet: Kommande

    Theoretical Foundations of Deep Learning

    Av Christopher Bülte, Martin Burger m. fl.

    Inbunden, 2027

    2191 kr

    Kommande

    This book offers a comprehensive exploration of the theoretical foundations of deep learning, bridging the gap between its ever increasing empirical success and rigorous mathematical understanding. With a focus on interdisciplinary approaches, it illuminates the interplay between mathematics, …

  5. Konstantin Fackeldey, Aswin Kannan, Sebastian Pokutta, Kartikey Sharma, Daniel Walter, Andrea Walther, Martin Weiser - Mathematical Optimization for Machine Learning, Inbunden. Tillgänglighet: Lägg i varukorg

    Mathematical Optimization for Machine Learning

    Proceedings of the MATH+ Thematic Einstein Semester 2023

    Av Konstantin Fackeldey, Aswin Kannan m. fl.

    Inbunden, 2025

    2369 kr

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    Mathematical 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 …