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Fredrik Lindsten - Böcker

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  1. Machine Learning E-bok

    av Andreas Lindholm, Niklas Wahlstrom, Fredrik Lindsten, Thomas B Schon

    E-bok, Engelska, 2022-03-31
    677
    Ladda ned
    Ladda ned och läs i e-boksläsare.
    Machine Learning

    This book introduces machine learning for readers with some background in basic linear algebra, statistics, probability, and programming. In a coherent statistical framework it covers a selection of supervised machine learning methods, from the mo...

    Läs mer »

  2. Machine Learning E-bok

    av Andreas Lindholm, Niklas Wahlstrom, Fredrik Lindsten, Thomas B Schon

    E-bok, Engelska, 2022-03-31
    677
    Ladda ned
    Ladda ned och läs i e-boksläsare.
    Machine Learning

    This book introduces machine learning for readers with some background in basic linear algebra, statistics, probability, and programming. In a coherent statistical framework it covers a selection of supervised machine learning methods, from the mo...

    Läs mer »

  3. Backward Simulation Methods for Monte Carlo Statistical Inference

    av Fredrik Lindsten, Thomas B Schoen

    Häftad, Engelska, 2013-08-30
    1494
    Köp
    Skickas inom 7-10 vardagar.
    Backward Simulation Methods for Monte Carlo Statistical Inference

    Monte Carlo methods, in particular those based on Markov chains and on interacting particle systems, are by now tools that are routinely used in machine learning. These methods have had a profound impact on statistical inference in a wide range of...

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  4. Elements of Sequential Monte Carlo

    av Christian A Naesseth, Fredrik Lindsten, Thomas B Schoen

    Häftad, Engelska, 2019-11-28
    1006
    Köp
    Skickas inom 10-15 vardagar.
    Elements of Sequential Monte Carlo

    A key strategy in machine learning is to break down a problem into smaller and more manageable parts, then process data or unknown variables recursively. Sequential Monte Carlo (SMC) is a technique for solving statistical inference problems recurs...

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