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1.
Learning with kernels : support vector machines, regularization, optimization, and beyond by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Mass. : MIT Press, ©2002
Availability: Items available for loan: IIITD (1)Call number: REF 006.31 SCH-L.

2.
Probabilistic graphical models : principles and techniques by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge : MIT Press, @2009
Availability: Items available for loan: IIITD (1)Call number: CB 519.542 KOL-P. Items available for reference: IIITD: Not for loan (1)Call number: REF 519.542 KOL-P.

3.
Machine learning : a probabilistic perspective by Series: Adaptive computation and machine learning series
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge : MIT Press, ©2012
Availability: Items available for loan: IIITD (2)Call number: CB 006.31 MUR-M, ... Items available for reference: IIITD: Not for loan (1)Call number: REF 006.31 MUR-M.
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4.
Boosting : foundations and algorithms by Series: Adaptive computation and machine learning series
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, MA : MIT Press, c2012
Availability: Items available for loan: IIITD (1)Call number: REF 006.31 SCH-B.

5.
Principles of data mining by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Mass. : MIT Press, ©2001
Availability: Items available for loan: IIITD (2)Call number: 006.3 HAN-P, ...

6.
Gaussian processes for machine learning by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Mass. : MIT Press, ©2006
Online access:
Availability: Items available for loan: IIITD (1)Call number: REF 519.23 RAS-G.

7.
Foundations of machine learning by Series: Adaptive computation and machine learning series
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, MA : MIT Press, c2012
Availability: Items available for loan: IIITD (1)Call number: REF 006.31 MOH-F.

8.
Reinforcement learning : an introduction by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Mass. : MIT Press, ©1998
Availability: Items available for reference: IIITD: Not for loan (1)Call number: REF 006.31 SUT-R.

9.
Introduction to machine learning by Series: Adaptive computation and machine learning
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New Delhi : PHI Learning, ©2010
Availability: Items available for loan: IIITD (2)Call number: 006.31 ALP-I, ...

10.
Semi-supervised learning by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: London : MIT Press, ©2006
Availability: Items available for loan: IIITD (1)Call number: REF 006.31 CHA-S.

11.
Deep learning by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: London : MIT Press, ©2016
Availability: Items available for loan: IIITD (2)Call number: 006.31 GOO-D, ... Items available for reference: IIITD: Not for loan (3)Call number: REF 006.31 GOO-D, ... Not available: IIITD: Checked out (1).
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12.
Foundations of machine learning by Series: Adaptive computation and machine learning series
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge : MIT Press, ©2018
Availability: Not available: IIITD: Checked out (1).

13.
Probabilistic machine learning : advanced topics by Series: Adaptive computation and machine learning series
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Massachusetts : MIT Press, ©2023
Availability: Items available for loan: IIITD (1)Call number: CB 006.310 MUR-P.

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