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Linear Algebra And Optimization With Applications To Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics, And Machine Learning
Language: en
Pages: 823
Authors: Jean H Gallier
Categories: Mathematics
Type: BOOK - Published: 2020-01-22 - Publisher: World Scientific

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This book provides the mathematical fundamentals of linear algebra to practicers in computer vision, machine learning, robotics, applied mathematics, and electr
Linear Algebra and Optimization with Applications to Machine Learning
Language: en
Pages: 823
Authors: Jean H. Gallier
Categories: Electronic books
Type: BOOK - Published: 2020 - Publisher:

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Linear Algebra and Optimization with Applications to Machine Learning
Language: en
Pages: 895
Authors: Jean Gallier
Categories: Mathematics
Type: BOOK - Published: 2020-03-06 - Publisher: World Scientific Publishing Company

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Volume 2 applies the linear algebra concepts presented in Volume 1 to optimization problems which frequently occur throughout machine learning. This book blends
Linear Algebra and Optimization for Machine Learning
Language: en
Pages: 507
Authors: Charu C. Aggarwal
Categories: Computers
Type: BOOK - Published: 2020-05-13 - Publisher: Springer Nature

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This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout the book. A solution
Homology, Cohomology, And Sheaf Cohomology For Algebraic Topology, Algebraic Geometry, And Differential Geometry
Language: en
Pages: 799
Authors: Jean H Gallier
Categories: Mathematics
Type: BOOK - Published: 2022-01-19 - Publisher: World Scientific

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For more than thirty years the senior author has been trying to learn algebraic geometry. In the process he discovered that many of the classic textbooks in alg