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Showing 1 - 12 of 12 results for “gabriele steidl”
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  • Variational and Information Flows in Machine Learning and Optimal Transport

    by Wuchen Li, Bernhard Schmitzer, Gabriele Steidl, François-Xavier Vialard, Christian Wald ...
    Series series Mathematics and Statistics (R0)
    This book is based on lectures given at the Mathematisches Forschungsinstitut Oberwolfach on “Computational Variational Flows in Machine Learning and Optimal Transport”.Variational and stochastic flows on measure spaces are ubiquitous in machine learning and generative modeling. Optimal transport and diffeomorphic flows provide powerful frameworks to analyze such trajectories of distributions with ... Read more

    $89.69 CAD

  • Numerical Fourier Analysis

    by Gerlind Plonka, Daniel Potts, Gabriele Steidl, Manfred Tasche ...
    Series series Mathematics and Statistics (R0)
    New technological innovations and advances in research in areas such as spectroscopy, computer tomography, signal processing, and data analysis require a deep understanding of function approximation using Fourier methods. To address this growing need, this monograph combines mathematical theory and numerical algorithms to offer a unified and self-contained presentation of Fourier analysis.The ... Read more

    $204.99 CAD

  • Generalized Normalizing Flows via Markov Chains

    by Paul Lyonel Hagemann, Johannes Hertrich, Gabriele Steidl ...
    Series series Elements in Non-local Data Interactions: Foundations and Applications
    Normalizing flows, diffusion normalizing flows and variational autoencoders are powerful generative models. This Element provides a unified framework to handle these approaches via Markov chains. The authors consider stochastic normalizing flows as a pair of Markov chains fulfilling some properties, and show how many state-of-the-art models for data generation fit into this framework. Indeed ... Read more

    $23.19 CAD

  • Numerical Fourier Analysis

    by Gerlind Plonka, Daniel Potts, Gabriele Steidl, Manfred Tasche ...
    Series series Mathematics and Statistics (R0)
    This book offers a unified presentation of Fourier theory and corresponding algorithms emerging from new developments in function approximation using Fourier methods.It starts with a detailed discussion of classical Fourier theory to enable readers to grasp the construction and analysis of advanced fast Fourier algorithms introduced in the second part, such as nonequispaced and sparse FFTs in ... Read more

    $166.49 CAD

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  • McGraw-Hill's 500 College Linear Algebra Questions to Know by Test Day

    by Seymour Lipschutz ...
    500 Ways to Achieve Your Best GradesWe want you to succeed on your college linear algebra midterm and final exams. That's why we've selected these 500 questions to help you study more effectively, use your preparation time wisely, and get your best grades. These questions and answers are similar to the ones you'll find on a typical college exam, so you will know what to expect on test day. Each ... Read more

    $18.79 CAD

  • The Computer and the Brain

    by John von Neumann ...
    Series series The Silliman Memorial Lectures Series
    In this classic work, one of the greatest mathematicians of the twentieth century explores the analogies between computing machines and the living human brain. John von Neumann, whose many contributions to science, mathematics, and engineering include the basic organizational framework at the heart of today's computers, concludes that the brain operates both digitally and analogically, but also ... Read more

    $16.49 CAD

  • Numerical Analysis

    by Larkin Ridgway Scott ...
    Computational science is fundamentally changing how technological questions are addressed. The design of aircraft, automobiles, and even racing sailboats is now done by computational simulation. The mathematical foundation of this new approach is numerical analysis, which studies algorithms for computing expressions defined with real numbers. Emphasizing the theory behind the computation, this ... Read more

    $131.99 CAD

  • System Identification

    Theory for the User

    by Lennart Ljung ...
    The field's leading text, now completely updated.Modeling dynamical systems — theory, methodology, and applications.Lennart Ljung's System Identification: Theory for the User is a complete, coherent description of the theory, methodology, and practice of System Identification. This completely revised Second Edition introduces subspace methods, methods that utilize frequency domain data, and ... Read more

    $149.99 CAD

  • Machine Learning

    A Constraint-Based Approach

    by Marco Gori ...
    Machine Learning: A Constraint-Based Approach provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that includes neural networks and kernel machines. The book presents the information in a truly unified manner that is based on the notion of learning from environmental constraints. While regarding symbolic ... Read more

    $70.39 CAD

  • The evolution of Soft Computing - From neural networks to cellular automata

    by Marco Casella ...
    This book provides a historic overview of what is defined as "soft computing" with its techniques: neural networks, fuzzy logic, genetic algorithms and cellular automata. ... Read more

    $2.99 CAD or Free with Kobo Plus

  • Matrix Algebra

    by Karim M. Abadir, Jan R. Magnus ...
    Series Book 1 - Econometric Exercises
    Matrix Algebra is the first volume of the Econometric Exercises Series. It contains exercises relating to course material in matrix algebra that students are expected to know while enrolled in an (advanced) undergraduate or a postgraduate course in econometrics or statistics. The book contains a comprehensive collection of exercises, all with full answers. But the book is not just a collection of ... Read more

    $74.39 CAD

  • Introductory Topology: Exercises And Solutions

    by Mohammed Hichem Mortad ...
    The book offers a good introduction to topology through solved exercises. It is mainly intended for undergraduate students. Most exercises are given with detailed solutions. ... Read more

    $31.89 CAD