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141.
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).

142.
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).

143.
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).

144.
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).

145.
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).

146.
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).

147.
Efficient algorithms for structured output learning by P Balamurugan by
  • Balamurugan, P
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: 006.333 P14 (THESIS).

148.
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).

149.
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).

150.
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).

151.
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).

152.
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).

153.
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).

154.
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).

155.
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).

156.
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).

157.
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).

158.
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).

159.
Introduction to machine learning by Miroslav Kubat by
  • Kubat, Miroslav
Material type: Text Book
Publication details: New York Springer 2015
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 P154.

160.
Machine learning in complex networks by Thiago Christiano Silva and Liang Zhao by
  • Silva, Thiago Christiano
  • Zhao, Liang
Material type: Text Book
Publication details: Heidelberg Springer 2016
Availability: Not available: JRD Tata Memorial Library: Checked out (1).

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