Inference and Learning from Data, vol. 3: Learning
A. H. Sayed, Inference and Learning from Data, vol. 3: Learning, Cambridge University Press, 2022, li+1029pp.
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Inference and Learning from Data, vol. 2: Inference
A. H. Sayed, Inference and Learning from Data, vol. 2: Inference, Cambridge University Press, 2022, li+1113pp.
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Download the MATLAB computer code from publisher's website [link] or
Download the MATLAB computer code for volume 2 from [here]
Download the PYTHON computer code for all volumes from [here] or
Download the PYTHON computer code for all volumes from the GitHub page
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Download errata.Solutions manual is available to instructors. Computer code is available to students and instructors.
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Inference and Learning from Data, vol. 1: Foundations
A. H. Sayed, Inference and Learning from Data, vol. 1: Foundations, Cambridge University Press, 2022, li+1052pp.
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Download the preface. [pdf ]
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Download the MATLAB computer code from publisher's website [link] or
Download the MATLAB computer code for volume 1 from [here]
Download the PYTHON computer code for all volumes from [here] or
Download the PYTHON computer code for all volumes from the GitHub page
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Download errata.Solutions manual is available to instructors. Computer code is available to students and instructors.
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Adaptation, Learning, and Optimization over Networks
A. H. Sayed, Adaptation, Learning, and Optimization over Networks, Foundations and Trends in Machine Learning, vol. 7, issue 4-5, NOW Publishers, Boston-Delft, 518pp, 2014. ISBN 978-1-60198-850-8, DOI 10.1561/2200000051.
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Adaptive Filters
A. H. Sayed, Adaptive Filters, John Wiley & Sons, NJ, ISBN 978-0-470-25388-5, xxx+786pp, 2008.
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Fundamentals of Adaptive Filtering
A. H. Sayed, Fundamentals of Adaptive Filtering, John Wiley & Sons, NJ, ISBN 0-471-46126-1, xxxviii+1120pp, 2003.
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Download errata. [pdf]Solutions manual is available to instructors.
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Order the book directly from Wiley or from Amazon.comRecipient of the 2005 Frederick E. Terman Award.
Linear Estimation
T. Kailath, A. H. Sayed, and B. Hassibi, Linear Estimation, Prentice Hall, NJ, ISBN 0-13-022464-2, 854pp, 2000.
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Order the book directly from Prentice-Hall or from Amazon.comIndefinite Quadratic Estimation and Control
B. Hassibi, A. H. Sayed, and T. Kailath, Indefinite Quadratic Estimation and Control: A Unified Approach to H_2 and Hoo Theories, SIAM, PA, ISBN 0898714117, 555pp, 1999.
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Order the book directly from SIAM or from Amazon.comFast Reliable Algorithms for Matrices with Structure
T. Kailath and A. H. Sayed, editors, Fast Reliable Algorithms for Matrices with Structure, SIAM, PA, ISBN 0898714311, 342pp, 1999.
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