SKOLKOVO School of Management

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1. Similarity search : the metric space approach /

by Zezula, Pavel.

Publisher: New York : Springer, c2006Online access: Click here to access online | Click here to access online Availability: Items available for loan: Skoltech library [Call number: QA76.9] (1).
2. Foundations of machine learning / Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar.

by Mohri, Mehryar | Rostamizadeh, Afshin | Talwalkar, Ameet.

Publisher: Cambridge, MA : MIT Press, c2012Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: Q325.5 .M64 2012] (8). Checked out (1). In transit (1).
3. Foundations of machine learning [electronic resource] / Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar.

by Mohri, Mehryar | Rostamizadeh, Afshin | Talwalkar, Ameet | ProQuest (Firm).

Publisher: Cambridge, MA : MIT Press, c2012Online access: Click to View Availability: No items available
4. Understanding machine learning : from theory to algorithms / Shai Shalev-Shwartz, The Hebrew University, Jerusalem, Shai Ben-David, University of Waterloo, Canada.

by Shalev-Shwartz, Shai | Ben-David, Shai.

Online access: Full-text online Availability: Items available for loan: Skoltech library [Call number: Q325.5 .S475 2014] (2).
5. Introduction to algorithms / Thomas H. Cormen ... [et al.].

by Cormen, Thomas H.

Edition: 3rd ed.Publisher: Cambridge, Mass. : MIT Press, c2009Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: QA76.6 .C662 2009] (1).
6. Algorithms / Robert Sedgewick and Kevin Wayne.

by Sedgewick, Robert, 1946- [author.] | Wayne, Kevin Daniel, 1971- [author.].

Edition: Fourth edition deluxe.Availability: No items available In transit (1).
7. The algorithm design manual / Steven S. Skiena.

by Skiena, Steven S.

Edition: 2nd ed.Publisher: London : Springer, c2008Availability: Items available for loan: Skoltech library [Call number: QA76.9.A43 S55 2008] (1).
8. Boosting : foundations and algorithms / Robert E. Schapire and Yoav Freund.

by Schapire, Robert E | Freund, Yoav.

Publisher: Cambridge, MA : MIT Press, c2012Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: Q325.75 .S33 2012] (1).
9. Markov chains and mixing times / David A. Levin, Yuval Peres ; with contributions by Elizabeth L. Wilmer.

by Levin, David Asher, 1971- | Peres, Y. (Yuval) | Wilmer, Elizabeth L. (Elizabeth Lee), 1970- | Propp, James, 1960- | Wilson, David B. (David Bruce).

Edition: Second edition.Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: QA274.7 .L48 2017] (1).
10. Algorithm design / Jon Kleinberg, Éva Tardos.

by Kleinberg, Jon | Tardos, Éva.

Publisher: Boston : Pearson/Addison-Wesley, c2006Online access: Table of contents Availability: Items available for loan: Skoltech library [Call number: QA76.9.A43 K54 2006] (1).
11. New optimization algorithms in physics / edited by Alexander K. Hartmann and Heiko Rieger.

by Hartmann, Alexander K | Rieger, Heiko.

Publisher: Weinheim : Chichester : Wiley-VCH ; John Wiley, c2004Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: QC20.7.C58 N49 2004] (1).
12. Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation / Andrzej Cichocki ... [et al.].

by Cichocki, Andrzej.

Publisher: Chichester, U.K. : John Wiley, 2009Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: QA76.9.A43 N65 2009] (1).
13. Adaptive blind signal and image processing : learning algorithms and applications / Andrzej Cichocki, Shun-ichi Amari.

by Cichocki, Andrzej | Amari, Shun'ichi.

Publisher: Chichester ; New York : J. Wiley, c2002Online access: Publisher description | Table of contents Availability: Items available for loan: Skoltech library [Call number: TK5102.9 .C488 2002] (1).
14. Elements of causal inference : foundations and learning algorithms / Jonas Peters, Dominik Janzing, and Bernhard Schölkopf.

by Peters, Jonas, 1984- [author.] | Janzing, Dominik [author.] | Schölkopf, Bernhard [author.].

Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: Q325.5 .P48 2017] (1).
15. Handbook of chemoinformatics algorithms / edited by Jean-Loup Faulon, Andreas Bender.

by Faulon, Jean-Loup | Bender, Andreas, 1976-.

Publisher: Boca Raton, FL : Chapman & Hall/CRC, c2010Online access: Full-text online Availability: Items available for loan: Skoltech library [Call number: QD39.3.E46 H357 2010] (1).
16. Computer vision : algorithms and applications / Richard Szeliski.

by Szeliski, Richard, 1958-.

Publisher: London ; New York : Springer, c2011Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: TA1634 .S97 2011] (2).
17. Planning algorithms / Steven M. LaValle.

by LaValle, Steven Michael, 1968-.

Publisher: Cambridge ; New York : Cambridge University Press, 2006Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: TJ211.4 .L385 2006] (1). In transit (1).
18. The art of computer programming / Donald E. Knuth.

by Knuth, Donald Ervin, 1938-.

Publisher: Upper Saddle River, NJ : Addison-Wesley, 2005-<2011>Online access: Full-text here Availability: Items available for loan: Skoltech library [Call number: QA76.6 .K64 2005] (4).