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1. Learning with kernels : support vector machines, regularization, optimization, and beyond

by Schalkopf, Bernhard | Smola, Alexander J.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, Mass. : MIT Press, ©2002Availability:
Items available for reference: IIITD [REF 006.31 SCH-L] (1).

2. Probabilistic graphical models : principles and techniques

by Koller, Daphne | Friedman, Nir.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, MA : MIT Press, c2009Availability:
Items available for reference: IIITD [REF 519.542 KOL-P] (1).

3. 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: No items available
Checked out (1).

4. 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).

5. Principles of data mining

by Hand, D. J | Mannila, Heikki | Smyth, Padhraic.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, Mass. : MIT Press, ©2001Availability: Items available for loan: IIITD [006.3 HAN-P] (1).
Items available for reference: IIITD [REF 006.3 HAN-P] (1).

6. 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).

7. 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).

8. Reinforcement learning : an introduction

by Sutton, Richard S | Barto, Andrew G.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, Mass. : MIT Press, ©1998Availability:
Items available for reference: IIITD [REF 006.31 SUT-R] (1).

9. 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).

10. Deep learning

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

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, Mass. : MIT Press, ©2016Availability: Items available for loan: IIITD [006.31 GOO-D] (2).
Checked out (1).
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