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· 제목 : Machine Learning : A Constraint-Based Approach (Paperback) 
· 분류 : 외국도서 > 컴퓨터 > 기계이론
· ISBN : 9780081006597
· 쪽수 : 580쪽
· 분류 : 외국도서 > 컴퓨터 > 기계이론
· ISBN : 9780081006597
· 쪽수 : 580쪽
목차
- The Big Picture
- Learning Principles
- Linear-Threshold Machines
- Kernel Machines
- Deep Architectures
- Learning and Reasoning with Constraints
- Epilogue
- Answers to selected exercises
Appendices:
- Constrained optimization in Finite Dimensions
- Regularization operators
- Calculus of variations
- Index to Notations
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