Machine Learning
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(FIVE YEARS 28)

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Published By Elsevier

9780128188033

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Neural Networks and Deep Learning

Machine Learning ◽

10.1016/b978-0-12-818803-3.00030-1 ◽

2020 ◽

pp. 901-1038

Author(s):

Sergios Theodoridis

Keyword(s):

Neural Networks ◽

Deep Learning

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Machine Learning ◽

10.1016/b978-0-12-818803-3.00005-2 ◽

2020 ◽

pp. vii-xix

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Mean-Square Error Linear Estimation

Machine Learning ◽

10.1016/b978-0-12-818803-3.00013-1 ◽

2020 ◽

pp. 121-177

Author(s):

Sergios Theodoridis

Keyword(s):

Mean Square Error ◽

Mean Square ◽

Linear Estimation

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Learning in Reproducing Kernel Hilbert Spaces

Machine Learning ◽

10.1016/b978-0-12-818803-3.00022-2 ◽

2020 ◽

pp. 531-594

Author(s):

Sergios Theodoridis

Keyword(s):

Hilbert Spaces ◽

Reproducing Kernel ◽

Reproducing Kernel Hilbert Spaces ◽

Kernel Hilbert Spaces

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Dedication

Machine Learning ◽

10.1016/b978-0-12-818803-3.00004-0 ◽

2020 ◽

pp. v

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Bayesian Learning: Approximate Inference and Nonparametric Models

Machine Learning ◽

10.1016/b978-0-12-818803-3.00025-8 ◽

2020 ◽

pp. 647-730

Author(s):

Sergios Theodoridis

Keyword(s):

Bayesian Learning ◽

Approximate Inference ◽

Nonparametric Models

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Particle Filtering

Machine Learning ◽

10.1016/b978-0-12-818803-3.00029-5 ◽

2020 ◽

pp. 871-900

Author(s):

Sergios Theodoridis

Keyword(s):

Particle Filtering

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Index

Machine Learning ◽

10.1016/b978-0-12-818803-3.00035-0 ◽

2020 ◽

pp. 1117-1131

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Copyright

Machine Learning ◽

10.1016/b978-0-12-818803-3.00003-9 ◽

2020 ◽

pp. iv

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Online Learning: the Stochastic Gradient Descent Family of Algorithms

Machine Learning ◽

10.1016/b978-0-12-818803-3.00014-3 ◽

2020 ◽

pp. 179-251

Author(s):

Sergios Theodoridis

Keyword(s):

Online Learning ◽

Gradient Descent ◽

Stochastic Gradient ◽

Stochastic Gradient Descent

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Machine Learning
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Elsevier

Neural Networks and Deep Learning

Contents

Mean-Square Error Linear Estimation

Learning in Reproducing Kernel Hilbert Spaces

Dedication

Bayesian Learning: Approximate Inference and Nonparametric Models

Particle Filtering

Index

Copyright

Online Learning: the Stochastic Gradient Descent Family of Algorithms

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Machine LearningLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Elsevier

Neural Networks and Deep Learning

Contents

Mean-Square Error Linear Estimation

Learning in Reproducing Kernel Hilbert Spaces

Dedication

Bayesian Learning: Approximate Inference and Nonparametric Models

Particle Filtering

Index

Copyright

Online Learning: the Stochastic Gradient Descent Family of Algorithms

Machine Learning
Latest Publications