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1 - 12 de 12 resultados para “dominik janzing”
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  • Elements of Causal Inference

    Foundations and Learning Algorithms

    de Jonas Peters, Dominik Janzing, Bernhard Scholkopf ...
    Series series Adaptive Computation and Machine Learning series
    A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data.After explaining the ... Leer más

    $27.99 USD

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  • Understanding Machine Learning

    From Theory to Algorithms

    de Shai Shalev-Shwartz, Shai Ben-David ...
    Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical ... Leer más

    $61.99 USD

  • Causal Inference in Statistics

    A Primer

    de Judea Pearl, Madelyn Glymour, Nicholas P. Jewell ...
    CAUSAL INFERENCE IN STATISTICSA PrimerCausality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written ... Leer más

    $42.00 USD

  • From Molecule to Metaphor

    A Neural Theory of Language

    de Jerome Feldman ...
    In From Molecule to Metaphor, Jerome Feldman proposes a theory of language and thought that treats language not as an abstract symbol system but as a human biological ability that can be studied as a function of the brain, as vision and motor control are studied. This theory, he writes, is a "bridging theory" that works from extensive knowledge at two ends of a causal chain to explicate the links ... Leer más

    $21.99 USD

  • Bayesian Networks

    An Introduction

    de Timo Koski, John Noble ...
    Series Libro 924 - Wiley Series in Probability and Statistics
    Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of probability, statistics and mathematics. All notions ... Leer más

    $95.00 USD

  • Of Minds and Language

    A Dialogue with Noam Chomsky in the Basque Country

    Edición de Massimo Piattelli-Palmarini, Juan Uriagereka, Pello Salaburu ...
    This book presents a state-of-the-art account of what we know and would like to know about language, mind, and brain. Chapters by leading researchers in linguistics, psycholinguistics, language acquisition, cognitive neuroscience, comparative cognitive psychology, and evolutionary biology are framed by an introduction and conclusion by Noam Chomsky, who places the biolinguistic enterprise in an ... Leer más

    $19.99 USD

  • Experimental Design

    Procedures for the Behavioral Sciences

    de Roger E. Kirk ...
    This classic text, with a reputuation for accessibility and readability, has been revised and updated to make learning design concepts even easier. Roger E. Kirk shows how three simple experimental designs can be combined to form a variety of complex designs. He provides diagrams illustrating how subjects are assigned to treatments and treatment combinations. New terms are emphasized in boldface ... Leer más

    $141.29 USD

  • The Handbook of Computational Linguistics and Natural Language Processing

    Edición de Alexander Clark, Chris Fox, Shalom Lappin ...
    Series series Wiley Handbooks in Linguistics
    This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP).Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forwardIncludes an introduction to the major theoretical issues in these fields, as well as the central engineering ... Leer más

    $46.00 USD

  • Cognitive Assessment

    An Introduction to the Rule Space Method

    de Kikumi K. Tatsuoka ...
    Series series Multivariate Applications Series
    This book introduces a new methodology for the analysis of test results. Free from ambiguous interpretations, the results truly demonstrate an individual’s progress. The methodology is ideal for highlighting patterns derived from test scores used in evaluating progress. Dr. Tatsuoka introduces readers to the Rule Space Method (RSM), a technique that transforms unobservable knowledge and skill ... Leer más

    $91.99 USD

  • Fuzzy Sets and Systems

    Theory and Applications

    de Didier J. Dubois ...
    Fuzzy Sets and Systems: Theory and Applications provides a comprehensive research monography that cover all of the important developments in the theory of fuzzy sets and their applications that have taken place during the past several years. ... Leer más

    $65.99 USD

  • An Elementary Introduction to Statistical Learning Theory

    de Sanjeev Kulkarni, Gilbert Harman ...
    Series Libro 853 - Wiley Series in Probability and Statistics
    A thought-provoking look at statistical learning theory and its role in understanding human learning and inductive reasoningA joint endeavor from leading researchers in the fields of philosophy and electrical engineering, An Elementary Introduction to Statistical Learning Theory is a comprehensive and accessible primer on the rapidly evolving fields of statistical pattern recognition and ... Leer más

    $108.00 USD

  • Probabilistic Reasoning in Intelligent Systems

    Networks of Plausible Inference

    de Judea Pearl ...
    Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other AI approaches to uncertainty, such as the Dempster-Shafer ... Leer más

    $65.99 USD