Books

  1. 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.Image

    Read announcement of book by publisher.
    Download the preface. [pdf ]
    Download the table of contents. [pdf]
    Download the MATLAB computer code from publisher’s website [link] or
    Download the MATLAB computer code for volume 3 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
    Read description of book and backcover.
    Read reviews and endorsements.
    Download errata.

    Solutions manual is available to instructors. Computer code is available to students and instructors.

    Order the book directly from Cambridge University Press or from Amazon.com


  2. 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.Image

    Read announcement of book by publisher.
    Download the preface. [pdf ]
    Download the table of contents. [pdf]
    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
    Read description of book and backcover.
    Read reviews and endorsements.
    Download errata.

    Solutions manual is available to instructors. Computer code is available to students and instructors.

    Order the book directly from Cambridge University Press or from Amazon.com


  3. 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.Image

    Read announcement of book by publisher.
    Download the preface. [pdf ]
    Download the table of contents. [pdf]
    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
    Read description of book and backcover.
    Read reviews and endorsements.
    Download errata.

    Solutions manual is available to instructors. Computer code is available to students and instructors.

    Order the book directly from Cambridge University Press or from Amazon.com


  4. 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.

    Read a description of the book.
    Download the table of contents. [pdf]
    Download the e-version of the book. [pdf, 5.7MB]
    Download errata. [pdf]
    Download assignment problems for lecturing.

    Solutions manual is available to instructors.

    Order the print copy of the book directly from NOW publishers.

    Watch Video Lectures


  5. Adaptive Filters

    A. H. Sayed, Adaptive Filters, John Wiley & Sons, NJ, ISBN 978-0-470-25388-5, xxx+786pp, 2008.Image

    Read a description of the book.
    Download the preface. [pdf ]
    Download the table of contents. [pdf]
    Download a sample chapter. [pdf]
    Download errata. [pdf]

    Solutions manual is available to instructors.

    Download MATLAB programs for solving all computer projects.
    Download plots and solutions for all computer projects.
    Download additional assignment problems.

    Order the book directly from Wiley or from Amazon.com

    Watch Video Lectures


  6. Fundamentals of Adaptive Filtering

    A. H. Sayed, Fundamentals of Adaptive Filtering, John Wiley & Sons, NJ, ISBN 0-471-46126-1, xxxviii+1120pp, 2003.Image

    Read a description of the book.
    Download the preface. [pdf ]
    Download the table of contents. [pdf]
    Download a sample chapter. [pdf]
    Download errata. [pdf]

    Solutions manual is available to instructors.

    Download MATLAB programs for solving all computer projects.
    Order the book directly from Wiley or from Amazon.com

    Recipient of the 2005 Frederick E. Terman Award.


  7. Linear Estimation

    T. Kailath, A. H. Sayed, and B. Hassibi, Linear Estimation, Prentice Hall, NJ, ISBN 0-13-022464-2, 854pp, 2000.Image

    Read a description of the book.
    Download the preface. [pdf]
    Download the table of contents. [pdf]
    Download a sample chapter. [pdf]
    Order the book directly from Prentice-Hall or from Amazon.com


  8. Indefinite 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.Image

    Read a description of the book
    Download the preface. [pdf]
    Download the table of contents. [pdf]
    Download a sample chapter. [pdf]
    Order the book directly from SIAM or from Amazon.com


  9. Fast 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.Image

    Read a description of the book
    Download the preface [pdf]
    Download the table of contents. [pdf]
    Download the list of contributors. [pdf]
    Download a sample chapter. [pdf]
    Order the book directly from SIAM or from Amazon.com