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1.
Learning with kernels : support vector machines, regularization, optimization and beyond by Bernhard Scholkopf and Alexander J. Smola by
  • Scholkopf, Bernhard,
  • Smola, Alexander J
Material type: Text Book
Publication details: Cambridge MIT 2002
Availability: Not available: JRD Tata Memorial Library: Checked out (1).

2.
Algorithmic learning theory Proceedings ed by S Arikawa, et al by
  • International workshop on algorithmic learning theory(1 Tokyo 1990)
  • Arikawa, S., ed
  • Goto, S., ed
  • Ohsuga, S., ed
Material type: Text Book
Publication details: Tokyo Japanese Society for Artificial intelligence 1990
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 N9012.

3.
Multi-Antenna Communication Receivers Using Metaheuristics And Machine Learning Algorithms by Srinidhi Nagaraja by
  • Nagaraja, Srinidhi
Series: IISc. Dept. of CPDM, PhD Thesis
Material type: Text Book
Publication details: Bangalore IISc 2013
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 629.895631 P13 "THESIS".

4.
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).

5.
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).

6.
Approximate dynamic programming and reinforcement learning - Algorithms, analysis and an application by Chandrashekar Lakshminarayanan by
  • Chandrashekar, Lakshminarayanan
  • Shalabh Bhatnagar
Material type: Text Book
Publication details: Bangalore IISc 2015
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 519.2330285631 P15 (THESIS).

7.
Learning with Kernels: Support vector machines, regulation, optimization and beyond by Bernhard Scholkopf and Alexander J Smola by
  • Scholkopf, Bernhard
  • Smola, Alexander J
Material type: Text Book
Publication details: Cambridge MIT Press 2002
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P022;1 (CSA).

8.
Understanding machine learning : from theory to algorithms by Shai Shalev-Shwartz and Shai Ben-David by
  • Shalev-Shwartz, Shai
  • Be-David, Shai
Material type: Text Book
Publication details: Delhi Cambridge university press 2014
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P14;1 (CSA).

9.
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: Cambridge Cambridge University Press 2014
Availability: Items available for loan: Electrical Engineering (1)Call number: 006.31 P14;2 (EE).

10.
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 University Press 2014
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P14;3 (CSA).

11.
Understanding machine learning: from theory to algorithms by Shai Shalev Shwartz and Shai Ben Devid by
  • Shalev-Shwartz, Shai
  • Ben Devid Shai
Material type: Text Book
Publication details: Delhi Cambridge University Press 2014
Availability: Items available for loan: Centre for High Energy Physics (1)Call number: 006.31 P14;4 (CHEP).

12.
Understanding machine learning: from theory to algorithms by Shai Shalev-Shwartz and Shai Ben-David by
  • Shalev-Shwartz, Shai,
Material type: Text Book
Publication details: Cambridge University Press Cambridge 2014
Availability: Items available for loan: Physics (1)Call number: 006.31 P14 (PHY).

13.
Understanding machine learning: from theory to algorithms by
  • Shalev-Shwartz, Shai,
Material type: Text Book
Publication details: New Delhi Cambridge University Press 2014
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P14; 4 (CSA).

14.
Machine learning algorithms using classical and quantum photonics by Bhawani Shankar Leelar by
  • Leelar, Bhawani Shankar,
Material type: Text Book
Publication details: Bengaluru IISc 2017
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621.367 LEE(THESIS).

15.
Learning with kernels support vector machines, regularization, optimization, and beyond by Bernhard Scholkopf and Alexander J. Smola by
  • Scholkopf, Bernhard,
  • Smola, Alexander J
Material type: Text Book
Publication details: Cambridge The MIT Press 2002
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 SCH.

16.
Algorithms for fair clustering by Swati Allabadi; advised by Anand Louis and Arindam Khan by
  • Allabadi, Swati,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: MTech (Res); IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 371 SWA/A.

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