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1.
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Learning with kernels : support vector machines, regularization, optimization, and beyond
by Schalkopf, Bernhard | Smola, Alexander J. Material type:  Book; Format:
print
; Literary form:
not fiction
Publisher: Cambridge, Mass. : MIT Press, ©2002Availability:
Items available for reference: IIITD [REF 006.31 SCH-L] (1).
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2.
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Probabilistic graphical models : principles and techniques
by Koller, Daphne | Friedman, Nir. Material type: Book; Format:
print
; Literary form:
not fiction
Publisher: Cambridge, MA : MIT Press, c2009Availability:
Items available for reference: IIITD [REF 519.542 KOL-P] (1).
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3.
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Machine learning : a probabilistic perspective
by Murphy, Kevin P. Material type: Book; Format:
print
; Literary form:
not fiction
Publisher: Cambridge, MA : MIT Press, ©2012Availability: No items available
Checked out (1).
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4.
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Boosting : foundations and algorithms
by Schapire, Robert E | Freund, Yoav. Material type: Book; Format:
print
; Literary form:
not fiction
Publisher: Cambridge, MA : MIT Press, c2012Availability:
Items available for reference: IIITD [REF 006.31 SCH-B] (1).
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5.
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Principles of data mining
by Hand, D. J | Mannila, Heikki | Smyth, Padhraic. Material type: 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).
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6.
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Gaussian processes for machine learning
by Rasmussen, Carl Edward | Williams, Christopher K. I. Material type: 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).
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7.
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Foundations of machine learning
by Mohri, Mehryar | Rostamizadeh, Afshin | Talwalkar, Ameet. Material type: Book; Format:
print
; Literary form:
not fiction
Publisher: Cambridge, MA : MIT Press, c2012Availability:
Items available for reference: IIITD [REF 006.31 MOH-F] (1).
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8.
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Reinforcement learning : an introduction
by Sutton, Richard S | Barto, Andrew G. Material type: Book; Format:
print
; Literary form:
not fiction
Publisher: Cambridge, Mass. : MIT Press, ©1998Availability: No items available
Checked out (1).
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9.
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Introduction to machine learning
by Alpaydin, Ethem. Edition: 2nd ed.Material type: Book; Format:
print
; Literary form:
not fiction
Publisher: New Delhi. : PHI Learning, ©2010Availability: Items available for loan: IIITD [006.31 ALP-I] (1).
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10.
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Semi-supervised learning
by Chapelle, Olivier | Scholkopf, Bernhard | Zien, Alexander. Material type: Book; Format:
print
; Literary form:
not fiction
Publisher: London : MIT Press, ©2006Availability: Items available for loan: IIITD [REF 006.31 CHA-S] (1).
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11.
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Deep learning
by Goodfellow, Ian | Bengio, Yoshua | Courville, Aaron. Material type: Book; Format:
print
; Literary form:
not fiction
Publisher: Cambridge, Mass. : MIT Press, ©2016Availability:
Items available for reference: IIITD [006.31 GOO-D] (3).
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