Recent Trends in Learning From Data - Studies in Computational Intelligence
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9783030438821, 9783030438838

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Tensor Decompositions and Practical Applications: A Hands-on Tutorial

Recent Trends in Learning From Data - Studies in Computational Intelligence ◽

10.1007/978-3-030-43883-8_4 ◽

2020 ◽

pp. 69-97

Author(s):

Ilya Kisil ◽

Giuseppe G. Calvi ◽

Bruno Scalzo Dees ◽

Danilo P. Mandic

Keyword(s):

Tensor Decompositions ◽

Practical Applications ◽

Hands On

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Deep Randomized Neural Networks

Recent Trends in Learning From Data - Studies in Computational Intelligence ◽

10.1007/978-3-030-43883-8_3 ◽

2020 ◽

pp. 43-68 ◽

Cited By ~ 1

Author(s):

Claudio Gallicchio ◽

Simone Scardapane

Keyword(s):

Neural Networks

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Online Continual Learning on Sequences

Recent Trends in Learning From Data - Studies in Computational Intelligence ◽

10.1007/978-3-030-43883-8_8 ◽

2020 ◽

pp. 197-221

Author(s):

German I. Parisi ◽

Vincenzo Lomonaco

Keyword(s):

Continual Learning

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Limitations of Shallow Networks

Recent Trends in Learning From Data - Studies in Computational Intelligence ◽

10.1007/978-3-030-43883-8_6 ◽

2020 ◽

pp. 129-154

Author(s):

Věra Kůrková

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Deep Learning for Graphs

Recent Trends in Learning From Data - Studies in Computational Intelligence ◽

10.1007/978-3-030-43883-8_5 ◽

2020 ◽

pp. 99-127

Author(s):

Davide Bacciu ◽

Alessio Micheli

Keyword(s):

Deep Learning

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Fairness in Machine Learning

Recent Trends in Learning From Data - Studies in Computational Intelligence ◽

10.1007/978-3-030-43883-8_7 ◽

2020 ◽

pp. 155-196 ◽

Cited By ~ 1

Author(s):

Luca Oneto ◽

Silvia Chiappa

Keyword(s):

Machine Learning

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Introduction

Recent Trends in Learning From Data - Studies in Computational Intelligence ◽

10.1007/978-3-030-43883-8_1 ◽

2020 ◽

pp. 1-4

Author(s):

Luca Oneto ◽

Nicolò Navarin ◽

Alessandro Sperduti ◽

Davide Anguita

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Learned Data Structures

Recent Trends in Learning From Data - Studies in Computational Intelligence ◽

10.1007/978-3-030-43883-8_2 ◽

2020 ◽

pp. 5-41 ◽

Cited By ~ 1

Author(s):

Paolo Ferragina ◽

Giorgio Vinciguerra

Keyword(s):

Data Structures

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Recent Trends in Learning From Data - Studies in Computational IntelligenceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Tensor Decompositions and Practical Applications: A Hands-on Tutorial

Deep Randomized Neural Networks

Online Continual Learning on Sequences

Limitations of Shallow Networks

Deep Learning for Graphs

Fairness in Machine Learning

Introduction

Learned Data Structures

Recent Trends in Learning From Data - Studies in Computational Intelligence
Latest Publications