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1. Machine learning

by Mitchell, Tom M.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New York : McGraw Hill Education, ©1997Online access: Publisher description | Table of contents Availability: Items available for loan: IIITD [006.31 MIT-M] (14).
Checked out (3).
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2. Genetic algorithms in search, optimization, and machine learning

by Goldberg, David E. (David Edward) 1953-.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Delhi : Addison-Wesley, c1989Availability: Items available for loan: IIITD [006.31 GOL-G] (1).
Items available for reference: IIITD [REF 006.31 GOL-G] (1).

3. Pattern recognition and machine learning

by Bishop, Christopher M.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New York : Springer, 2006Online access: Publisher description | Table of contents only Availability: Items available for loan: IIITD [006.4 BIS-P] (1).
Items available for reference: IIITD [REF 006.4 BIS-P] (1).

4. Elements of statistical learning : data mining, inference, and prediction

by Hastie, Trevor | Tibshirani, Robert | Friedman, Jerome.

Edition: 2nd ed.Material type: book Book; Format: print ; Literary form: not fiction Publisher: London : Springer, 2009Availability:
Items available for reference: IIITD [REF 006.31 HAS-E] (1).

5. Bayesian artificial intelligence

by Korb, Kevin B | Nicholson, Ann E.

Edition: 2nd ed.Material type: book Book; Format: print ; Literary form: not fiction Publisher: Boca Raton, FL : CRC Press, c2011Availability: Items available for loan: IIITD [REF 006.3 KOR-B] (1).

6. Machine learning : a probabilistic perspective

by Murphy, Kevin P.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, MA : MIT Press, ©2012Availability: Items available for loan: IIITD [REF 006.31 MUR-M] (1).

7. Boosting : foundations and algorithms

by Schapire, Robert E | Freund, Yoav.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, MA : MIT Press, c2012Availability:
Items available for reference: IIITD [REF 006.31 SCH-B] (1).

8. Optimization for machine learning

by Sra, Suvrit | Nowozin, Sebastian | Wright, Stephen J.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Delhi : PHI, c2013Availability: Items available for loan: IIITD [006.31 SRA-O] (1).
Items available for reference: IIITD [REF 006.31 SRA-O] (1).

9. Gaussian processes for machine learning

by Rasmussen, Carl Edward | Williams, Christopher K. I.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, Mass. : MIT Press, ©2006Online access: Table of contents only Availability: Items available for loan: IIITD [REF 519.23 RAS-G] (1).

10. Foundations of machine learning

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

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, MA : MIT Press, c2012Availability:
Items available for reference: IIITD [REF 006.31 MOH-F] (1).

11. Machine learning : the art and science of algorithms that make sense of data

by Flach, Peter A.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge ; New York : Cambridge University Press, 2012Availability: No items available
Checked out (1).

12. Scaling up machine learning parallel and distributed approaches

by Bekkerman, Ron | Bekkerman, Ron | Bilenko, Mikhail | Langford, John.

Source: Cambridge Books Online - Computer ScienceMaterial type: book Book; Format: electronic available online remote; Literary form: not fiction Publisher: New York : Cambridge University Press, ©2012Availability: Items available for loan: IIITD [REF 006.31 BEK-S] (1).

13. Machine learning in medicine

by Cleophas, Ton J.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New York : Springer, 2013Online access: Publisher description | Table of contents only Availability: Items available for loan: IIITD [REF 006.31 CLE-M] (1).

14. Bayesian reasoning and machine learning

by Barber, David.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Delhi : Cambridge University Press, ©2012Online access: Cover image | Contributor biographical information | Publisher description | Table of contents only Availability: Items available for loan: IIITD [006.31 BAR-B] (3).
Items available for reference: IIITD [REF 006.31 BAR-B] (1).
Checked out (1).

15. An introduction to computational learning theory

by Kearns, Michael J | Vazirani, Umesh Virkumar.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, Mass. : MIT Press, ©1994Availability: Items available for loan: IIITD [REF 006.3 KEA-I] (1).

16. Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation

by Cichocki, Andrzej | Zdunek , Rafal | Phan, Anh Huy | Amari, Shun-ichi.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: United Kingdom: John Wiley, ©2009Availability: Items available for loan: IIITD [REF 005.1 CIC-N] (1).

17. Thoughtful machine learning: a test-driven approach

by Kirk, Matthew.

Material type: book Book; Format: electronic available online remote Publisher: New Delhi: O'Reilly, ©2015Online access: Click here to access online Availability:
Items available for reference: IIITD [REF 006.31 KIR-T] (1). Checked out (1).

18. Machine learning in action

by Harrington, Peter.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Delhi : Dreamtech, ©2012Availability: No items available
Checked out (2).

19. Semi-supervised learning

by Chapelle, Olivier | Scholkopf, Bernhard | Zien, Alexander.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: London : MIT Press, ©2006Availability: Items available for loan: IIITD [REF 006.31 CHA-S] (1).

20. Deep learning

by Goodfellow, Ian | Bengio, Yoshua | Courville, Aaron.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: London : MIT Press, ©2016Availability:
Items available for reference: IIITD [006.31 GOO-D] (3). Checked out (1).
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