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Sparse Estimation with Math and R
Language: en
Pages: 234
Authors: Joe Suzuki
Categories: Computers
Type: BOOK - Published: 2021-08-04 - Publisher: Springer Nature

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The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textb
Sparse Estimation with Math and Python
Language: en
Pages: 246
Authors: Joe Suzuki
Categories: Computers
Type: BOOK - Published: 2021-12-01 - Publisher: Springer Nature

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The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textb
Kernel Methods for Machine Learning with Math and Python
Language: en
Pages: 208
Authors: Joe Suzuki
Categories: Computers
Type: BOOK - Published: 2022-06-15 - Publisher: Springer Nature

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The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than relying on knowledge or experience.
Kernel Methods for Machine Learning with Math and R
Language: en
Pages: 196
Authors: Joe Suzuki
Categories: Computers
Type: BOOK - Published: 2022-05-04 - Publisher: Springer

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The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than relying on knowledge or experience.
Kernel Methods for Machine Learning with Math and R
Language: en
Pages: 203
Authors: Joe Suzuki
Categories: Artificial intelligence
Type: BOOK - Published: 2022 - Publisher: Springer Nature

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The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than relying on knowledge or experience.
Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems
Language: en
Pages: 254
Authors: Vladimir Koltchinskii
Categories: Mathematics
Type: BOOK - Published: 2011-07-29 - Publisher: Springer

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The purpose of these lecture notes is to provide an introduction to the general theory of empirical risk minimization with an emphasis on excess risk bounds and
Theoretical and Applied Aspects of Systems Biology
Language: en
Pages: 259
Authors: Fabricio Alves Barbosa da Silva
Categories: Computers
Type: BOOK - Published: 2018-06-21 - Publisher: Springer

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This book presents the theoretical foundations of Systems Biology, as well as its application in studies on human hosts, pathogens and associated diseases. This
Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
Language: en
Pages: 357
Authors: Andreas Holzinger
Categories: Computers
Type: BOOK - Published: 2014-06-17 - Publisher: Springer

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One of the grand challenges in our digital world are the large, complex and often weakly structured data sets, and massive amounts of unstructured information.
Neural Information Processing
Language: en
Pages: 936
Authors: Derong Liu
Categories: Computers
Type: BOOK - Published: 2017-11-07 - Publisher: Springer

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The six volume set LNCS 10634, LNCS 10635, LNCS 10636, LNCS 10637, LNCS 10638, and LNCS 10639 constitues the proceedings of the 24rd International Conference on
Compressed Sensing & Sparse Filtering
Language: en
Pages: 505
Authors: Avishy Y. Carmi
Categories: Technology & Engineering
Type: BOOK - Published: 2013-09-13 - Publisher: Springer Science & Business Media

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This book is aimed at presenting concepts, methods and algorithms ableto cope with undersampled and limited data. One such trend that recently gained popularity