Linear Algebra and Optimization with Applications to Machine Learning
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Published By WORLD SCIENTIFIC

9789811216565, 9789811216572

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Appendices

Linear Algebra and Optimization with Applications to Machine Learning ◽

10.1142/9789811216572_0021 ◽

2020 ◽

pp. 815-862

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Positive Definite Kernels

Linear Algebra and Optimization with Applications to Machine Learning ◽

10.1142/9789811216572_0017 ◽

2020 ◽

pp. 599-620

Keyword(s):

Positive Definite ◽

Positive Definite Kernels

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General Results of Optimization Theory

Linear Algebra and Optimization with Applications to Machine Learning ◽

10.1142/9789811216572_0013 ◽

2020 ◽

pp. 339-401

Keyword(s):

Optimization Theory

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Convex Sets, Cones, ℋ-Polyhedra

Linear Algebra and Optimization with Applications to Machine Learning ◽

10.1142/9789811216572_0008 ◽

2020 ◽

pp. 201-213

Keyword(s):

Convex Sets

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Extrema of Real-Valued Functions

Linear Algebra and Optimization with Applications to Machine Learning ◽

10.1142/9789811216572_0004 ◽

2020 ◽

pp. 113-144

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BACK MATTER

Linear Algebra and Optimization with Applications to Machine Learning ◽

10.1142/9789811216572_bmatter ◽

2020 ◽

pp. 863-877

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Linear Programming and Duality

Linear Algebra and Optimization with Applications to Machine Learning ◽

10.1142/9789811216572_0011 ◽

2020 ◽

pp. 271-312

Keyword(s):

Linear Programming

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The Simplex Algorithm

Linear Algebra and Optimization with Applications to Machine Learning ◽

10.1142/9789811216572_0010 ◽

2020 ◽

pp. 235-270

Keyword(s):

Simplex Algorithm

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Soft Margin Support Vector Machines

Linear Algebra and Optimization with Applications to Machine Learning ◽

10.1142/9789811216572_0018 ◽

2020 ◽

pp. 621-731

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Vector Machines ◽

Soft Margin

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Linear Programs

Linear Algebra and Optimization with Applications to Machine Learning ◽

10.1142/9789811216572_0009 ◽

2020 ◽

pp. 215-233

Keyword(s):

Linear Programs

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