Machine Learning
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 28)

H-INDEX

(FIVE YEARS 0)

Published By Elsevier

9780128188033

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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

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

Machine Learning ◽

10.1016/b978-0-12-818803-3.00005-2 ◽

2020 ◽

pp. vii-xix

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

Dedication

Machine Learning ◽

10.1016/b978-0-12-818803-3.00004-0 ◽

2020 ◽

pp. v

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

Copyright

Machine Learning ◽

10.1016/b978-0-12-818803-3.00003-9 ◽

2020 ◽

pp. iv

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

Sparsity-Aware Learning: Concepts and Theoretical Foundations

Machine Learning ◽

10.1016/b978-0-12-818803-3.00019-2 ◽

2020 ◽

pp. 427-472

Author(s):

Sergios Theodoridis

Keyword(s):

Theoretical Foundations

Index

Machine Learning ◽

10.1016/b978-0-12-818803-3.00035-0 ◽

2020 ◽

pp. 1117-1131

Machine Learning
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Elsevier

Learning in Reproducing Kernel Hilbert Spaces

Neural Networks and Deep Learning

Contents

Mean-Square Error Linear Estimation

Dedication

Bayesian Learning: Approximate Inference and Nonparametric Models

Copyright

Online Learning: the Stochastic Gradient Descent Family of Algorithms

Sparsity-Aware Learning: Concepts and Theoretical Foundations

Index

Export Citation Format

Machine LearningLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Elsevier

Learning in Reproducing Kernel Hilbert Spaces

Neural Networks and Deep Learning

Contents

Mean-Square Error Linear Estimation

Dedication

Bayesian Learning: Approximate Inference and Nonparametric Models

Copyright

Online Learning: the Stochastic Gradient Descent Family of Algorithms

Sparsity-Aware Learning: Concepts and Theoretical Foundations

Index

Machine Learning
Latest Publications