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81.
Optimization for machine learning by
  • Sra, Suvrit., ed, Nowozin, Sebastian., ed
  • Wright, Stephen J., ed
Material type: Text Book
Publication details: Delhi PHI Learning 2012
Availability: Items available for loan: Supercomputer Education and Research Centre (1)Call number: 006.31015196 P12 (SERC).

82.
Prediction learning and games by
  • Bianchi, Nicolocesa, Lugosi, Gabor
Material type: Text Book
Publication details: New York CUP 2006
Availability: Items available for loan: Supercomputer Education and Research Centre (1)Call number: 519.3 P06 (SERC).

83.
Kernel methods and machine learning by
  • Kung, S Y,
Material type: Text Book
Publication details: Cambridge CUP 2014
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.310151252 P14 (ECE).

84.
Understanding machine learning : From theory to algorithms by
  • Shalev-Shwartz, Shai, Ben-David, Shai
Material type: Text Book
Publication details: New Delhi CUP 2015
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P15 (ECE).

85.
Prediction learning and games by
  • Bianchi, Nicolocesa, Lugosi, Gabor
Material type: Text Book
Publication details: Cambridge CUP 2006
Availability: Items available for loan: Solid State Chemistry Unit (1)Call number: 519.3 P06 P06 (SSCU).

86.
Machine learning: An algorithmic perspective by Stephen Marsland by
  • Marsland, Stephen
Series: Chapman & Hall/CRC Machine learning & Pattern recognition Series ;
Edition: 2nd ed.
Material type: Text Book
Publication details: New York CRC Press 2015
Availability: Not available: JRD Tata Memorial Library: Checked out (1).

87.
Statistical reinforcement learning: Modern machine learning approaches by Masashi Sugiyama by
  • Sugiyama, Masashi
Series: CRC Machine Learning and Pattern Recognition Series ;
Material type: Text Book
Publication details: New York CRC Press 2015
Availability: Not available: JRD Tata Memorial Library: Checked out (1).

88.
Multi-label dimensionality reduction by Liang Sun, Shuiwang Ji and Jieping Ye by
  • Sun, Liang
  • Ye, Jieping
  • Ji, Shuiwang
Series: CRC Machine Learning & Pattern Recognitions Series ;
Material type: Text Book
Publication details: New York CRC Press 2014
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 P143.

89.
Machine Learning by
  • Theodoridis, Sergios,
Material type: Text Book
Publication details: London Academic Press 2015
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P151 (ECE).

90.
Machine Learning by Tom M. Mitchell by
  • Mitchell, Tom M
Material type: Text Book
Publication details: New Delhi Mc Graw Hill education 2013
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P131;2 (CSA).

91.
Pattern Recognition and Machine Learning by Christopher M, Bishop by
  • Bishop, Christopher M
Series: Information Science and Statistics ;
Material type: Text Book
Publication details: Cambridge Springer 2006
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.4 P06 (CSA).

92.
Boosting: Foundations and Algorithms by Robert E. Schapire and Yoav Freund by
  • Schapire, Robert E
  • Freund, Yoav
Series: Adapative computation and machine learning series ;
Material type: Text Book
Publication details: USA MIT Press 2012
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P121;2 (ECE).

93.
Pattern Recognition and Machine Learning by Christopher M, Bishop by
  • Bishop, Christopher M
Series: Information Science and Statistics ;
Material type: Text Book
Publication details: Cambridge Springer 2006
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.4 P06;1 (ECE).

94.
Understanding Machine Learning: From Theory to Algorithms by Shai Shalev-Shwartz and Shai Ben-David by
  • Shalev-Shwartz, Shai
  • Ben-David, Shai
Material type: Text Book
Publication details: New Delhi CAMBRIDGE UNIV.PRESS 2015
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P15;1 (ECE).

95.
Elements of statistical learning: Data mining, inference, and prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman by
  • Hastie, Trevor
  • Tibshirani, Robert
  • Friedman, Jerome
Series: Springer Series in Statisticks ;
Edition: 2nd ed.
Material type: Text Book
Publication details: New York Springer 2011
Availability: Items available for loan: Management Studies (1)Call number: 006.31 P091 (MS).

96.
Pattern recognition and machine learning by Christopher M Bishop by
  • Bishop, Christopher M
Material type: Text Book
Publication details: New Delhi Springer 2006
Availability: Items available for loan: Electrical Engineering (1)Call number: 006.31 P06;3 (EE).

97.
Foundations of Machine Learning by Mehryar Mohri by
  • Mohri, Mehryar
  • Rostamizadeh, Afshin; Talwalkar, Ameet
Material type: Text Book
Publication details: London MIT Press 2012
Availability: Items available for loan: Electronic Systems Engineering (1)Call number: 006.31 P128 (ESE).

98.
Reinforcement Learning: An Introduction by Richard S Sutton by
  • Sutton, Richard S
  • Barto, Andrew G
Series: adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: Massachusetts MIT Press 1998
Availability: Items available for loan: Electronic Systems Engineering (1)Call number: 006.31 N984 (ESE).

99.
Elementary Introduction to Statistical Learning Theory by Sanjeev Kulkarni and Gilbert Harman by
  • Kulkarni, Sanjeev
  • Harman, Gilbert
Series: Wiley series in probability and statistics ;
Material type: Text Book
Publication details: Canada Wiley 2011
Availability: Items available for loan: Electronic Systems Engineering (1)Call number: 006.31 P11 (ESE).

100.
Introduction to computational learning theory by Michel J Kearns and Umesh V Vizirani by
  • Kearns, Michel J
  • Vizirani, Umesh V
Material type: Text Book
Publication details: London MIT Press 1994
Availability: Items available for loan: Electronic Systems Engineering (1)Call number: 006.3 N9423 (ESE).

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