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121.
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).

122.
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).

123.
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).

124.
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).

125.
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).

126.
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).

127.
Gaussian processes for learning problems with related outputs by P K Srijith by
  • Srijith, P. K
Series: IISc Dept of CSA PhD Thesis ;
Material type: Text Book
Publication details: Bangalore IISc 2014
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 519.23028563 P14 (THESIS).

128.
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).

129.
Prediction learning and games by Nicolo Cesa-Bianchi and Gabor Lugosi by
  • Cesa-Bianchi, Nicolo
  • Lugosi, Gabor
Material type: Text Book
Publication details: New York Cambridge University Press 2006
Availability: Items available for loan: Electronic Systems Engineering (1)Call number: 519.3 P061 (ESE).

130.
Sparse Bayesian learning for joint channel estimation data and detection in OFDM systems by Ranjitha Prasad by
  • Prasad, Ranjitha,
Series: IISc Dept of ECE PhD Thesis ;
Material type: Text Book
Publication details: Bangalore IISc 2015
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 519.542028563 P15 (THESIS).

131.
Boosting: Foundations and algorithms by Robert R Schapire and Yoav Freund by
  • Schapire, Robert R
  • Freund, Yoav
Material type: Text Book
Publication details: London MIT Press 2012
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P121;3 (ECE).

132.
Machine learning: A probabilistic perspective by Kevin P Murphy by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning Series ;
Material type: Text Book
Publication details: London MIT Press 2012
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P12;2 (CSA).

133.
Machine learning by Tom M Mitchell by
  • Mitchell, Tom M
Material type: Text Book
Publication details: New Delhi McGraw Hill Education 1997
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 N97;3 (CSA).

134.
Pattern recognition and machine learning by Christopher M Bishop by
  • Bishop, Christopher M
Series: Information Science and Statistics ;
Material type: Text Book
Publication details: New York Springer 2006
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.4 P06;2 (CSA).

135.
Understanding machine learning: From theory to algorithms by Shai Shalev-Shawartz and Shai Ben-David by
  • Shalev-Shawartz, Shai,
  • Ben-David, Shai
Material type: Text Book
Publication details: New York Cambridge University Press 2014
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P14; 1 (CSA).

136.
Optimization for machine learning ed by Suvrit Sra, Sebastin Nowozin and Stephen J Wright by
  • Sra, Suvrit
  • Nowozin, Sebastin
  • Wright, Stephen J
Material type: Text Book
Publication details: New Delhi PHI Learning 2012
Availability: Items available for loan: Electronic Systems Engineering (1)Call number: 006.31 P124;1 (ESE).

137.
Pattern recognition and machine learning by Christopher M Bishop by
  • Bishop, Christopher M
Series: Information Science and Statistics ;
Material type: Text Book
Publication details: New York Springer 2006
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.4 P06;2 (ECE).

138.
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 Communication Engineering (1)Call number: 006.31 P06;4 (ECE).

139.
Pattern recognition and machine learning by Christopher M Bishop by
  • Bishop, Christopher M
Series: Information Science and Statistics ;
Material type: Text Book
Publication details: New Delhi Springer New Delhi
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P06;3 (CSA).

140.
Pattern recognition and machine learning by Christopher M Bishop by
  • Bishop, Christopher M
Series: Information Science and Statistics ;
Material type: Text Book
Publication details: New Delhi Springer 2006
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P06;5 (CSA).

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