Generalized Low Rank Models

Author:   Madeleine Udell ,  Corinne Horn ,  Reza Zadeh ,  Stephen Boyd
Publisher:   now publishers Inc
ISBN:  

9781680831405


Pages:   142
Publication Date:   23 June 2016
Format:   Paperback
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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Generalized Low Rank Models


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Author:   Madeleine Udell ,  Corinne Horn ,  Reza Zadeh ,  Stephen Boyd
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Dimensions:   Width: 15.60cm , Height: 0.80cm , Length: 23.40cm
Weight:   0.210kg
ISBN:  

9781680831405


ISBN 10:   1680831402
Pages:   142
Publication Date:   23 June 2016
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1: Introduction 2: PCA and quadratically regularized PCA 3: Generalized regularization 4: Generalized loss functions 5: Loss functions for abstract data types 6: Multi-dimensional loss functions 7: Fitting low rank models 8: Choosing low rank models 9: Implementations Acknowledgements Appendices References

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