Geometry of Deep Learning - Mathematics in Industry
Latest Publications

TOTAL DOCUMENTS

15

(FIVE YEARS 15)

H-INDEX

0

(FIVE YEARS 0)

Published By Springer Singapore

9789811660450, 9789811660467

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Normalization and Attention

Geometry of Deep Learning - Mathematics in Industry ◽

10.1007/978-981-16-6046-7_9 ◽

2022 ◽

pp. 155-191

Author(s):

Jong Chul Ye

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Generative Models and Unsupervised Learning

Geometry of Deep Learning - Mathematics in Industry ◽

10.1007/978-981-16-6046-7_13 ◽

2022 ◽

pp. 267-313

Author(s):

Jong Chul Ye

Keyword(s):

Unsupervised Learning ◽

Generative Models

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Geometry of Deep Neural Networks

Geometry of Deep Learning - Mathematics in Industry ◽

10.1007/978-981-16-6046-7_10 ◽

2022 ◽

pp. 195-226

Author(s):

Jong Chul Ye

Keyword(s):

Neural Networks ◽

Deep Neural Networks

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Summary and Outlook

Geometry of Deep Learning - Mathematics in Industry ◽

10.1007/978-981-16-6046-7_14 ◽

2022 ◽

pp. 315-316

Author(s):

Jong Chul Ye

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Generalization Capability of Deep Learning

Geometry of Deep Learning - Mathematics in Industry ◽

10.1007/978-981-16-6046-7_12 ◽

2022 ◽

pp. 243-266

Author(s):

Jong Chul Ye

Keyword(s):

Deep Learning ◽

Generalization Capability

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Bibliography

Geometry of Deep Learning - Mathematics in Industry ◽

10.1007/978-981-16-6046-7_15 ◽

2022 ◽

pp. 317-325

Author(s):

Jong Chul Ye

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Deep Learning Optimization

Geometry of Deep Learning - Mathematics in Industry ◽

10.1007/978-981-16-6046-7_11 ◽

2022 ◽

pp. 227-242

Author(s):

Jong Chul Ye

Keyword(s):

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Artificial Neural Networks and Backpropagation

Geometry of Deep Learning - Mathematics in Industry ◽

10.1007/978-981-16-6046-7_6 ◽

2021 ◽

pp. 91-112

Author(s):

Jong Chul Ye

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Artificial Neural

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Convolutional Neural Networks

Geometry of Deep Learning - Mathematics in Industry ◽

10.1007/978-981-16-6046-7_7 ◽

2021 ◽

pp. 113-134

Author(s):

Jong Chul Ye

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks

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Graph Neural Networks

Geometry of Deep Learning - Mathematics in Industry ◽

10.1007/978-981-16-6046-7_8 ◽

2021 ◽

pp. 135-154

Author(s):

Jong Chul Ye

Keyword(s):

Neural Networks ◽

Graph Neural Networks

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