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1061.
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 Cambridge University Press 2014
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 SHA/U.

1062.
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 Communication Engineering (1)Call number: 006.31 SHA/U.

1063.
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 Cambridge University Press 2014
Availability: Items available for loan: Electrical Engineering (1)Call number: 006.31 SHA/U.

1064.
Complexity and Approximation Combinatorial Optimization Problems and Their Approximability Properties by by Giorgio Ausiello [et.al] by
  • Ausiello, G,
Material type: Text Book
Publication details: Berlin Springer 1999
Availability: Items available for loan: Computer Science and Automation (1)Call number: 005.1 AUS/C.

1065.
Exact exponential algorithms by Fedor V. Fomin, Dieter Kratsch. by
  • Fomin, Fedor V,
Series: Texts in theoretical computer science. An EATCS series, 1862-4499 ;
Material type: Text Book
Publication details: Berlin Springer 2010
Availability: Items available for loan: Computer Science and Automation (1)Call number: 005.1 FOM/E.

1066.
Lectures on convex optimization by Yurii Nesterov. by
  • Nesterov, I︠U︡. E,
Series: Springer optimization and its applications, 1931-6828 ; Volume 137 ;
Edition: 2nd ed.
Material type: Text Book
Publication details: Cham Springer 2018
Availability: Items available for loan: Computer Science and Automation (1)Call number: 519.6 NES/L.

1067.
Randomized algorithms by Rajeev Motwani and Prabhakar Raghavan by
  • Motwani, Rajeev,
Material type: Text Book
Publication details: Cambridge Cambridge University Press 1995
Availability: Items available for loan: Computer Science and Automation (1)Call number: 004.015192 MOT/R.

1068.
Linear algebra a beginning graduate student ought to know by Jonathan S. Golan by
  • Golan S. Jonathan,
  • Jonathan S. Golan
Edition: 3rd ed.
Material type: Text Book
Publication details: Dordrecht Springer Netherlands 2012
Availability: Items available for loan: Computer Science and Automation (1)Call number: 512.5 JON/G.

1069.
Foundations of machine learning by Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar. by
  • Mohri, Mehryar,
  • Mehryar Mohri Afshin Rostamizadeh Ameet Talwalkar
Series: Adaptive computation and machine learning ;
Edition: 2nd ed.
Material type: Text Book
Publication details: Cambridge, Massachusetts The MIT Press 2018
Availability: Items available for loan: Electrical Engineering (1)Call number: 006.31 MOH/F.

1070.
Algorithms in Real Algebraic Geometry Algorithms and Computation in Mathematics by Saugata Basu, Richard Pollack and Marie-Francoise Roy by
  • Basu Saugata,
  • Saugata Basu Richard Pollack Marie-Francoise Roy
Edition: 2nd ed.
Material type: Text Book
Publication details: New York Springer 2006
Availability: Items available for loan: Computer Science and Automation (1)Call number: 516.35 BAS/B.

1071.
Graph theory by J.A. Bondy and U.S.R. Murty. by
  • Bondy, J. A,
  • Murty, U. S. R
Series: Graduate texts in mathematics ; 244 ;
Material type: Text Book
Publication details: New York Springer 2008
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 511.5 BON/G.

1072.
Beyond worst-case analysis of algorithms by Tim Roughgarden by
  • Roughgarden, Tim,
Material type: Text Book
Publication details: New York Cambridge University Press 2021
Availability: Items available for loan: Computer Science and Automation (1)Call number: 005.13 TIM/B.

1073.
A linear systems primer by Panos J. Antsaklis by
  • Antsaklis, Panos J,
  • Michel,Anthony N
Material type: Text Book
Publication details: USA Springer 2012
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 003.74 ANT/L.

1074.
Singular introduction to commutative algebra by Gert-Martin Greuel and Gerhard Pfister by
  • Greuel, Gert-Martin,
  • Pfister, Gerhard
Edition: 2nd ed.
Material type: Text Book
Publication details: Heidelberg, Berlin Springer-Verlag 2018
Availability: Items available for loan: Centre for High Energy Physics (1)Call number: 512.24 GRE/S.

1075.
Introduction to computational learning theory Michel J. Kearns and Umesh V. Vazirani by
  • Kearns, Michael J,
  • Vazirani, Umesh V
Material type: Text Book
Publication details: Cambridge The MIT Press 1994
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 KEA/I.

1076.
Complexity and approximation combinatorial optimization problems and their approximability properties by G. Ausiello... [et al.] by
  • Ausiello, G,
  • Gambosi, G
  • Kann, V
  • Spaccamela, A. Marchetti
  • Protasi, M
Material type: Text Book
Publication details: Berlin, Heidelberg Springer-Verlag 1999
Availability: Items available for loan: Computer Science and Automation (1)Call number: 519.31 AUS/C.

1077.
Approximation algorithms by Vijay Vazirani by
  • Vazirani, Vijay V,
Material type: Text Book
Publication details: Berlin Heidelberg Springer-Verlag 2003
Availability: Items available for loan: Computer Science and Automation (1)Call number: 005.1 VAZ/A.

1078.
Elements fo causal inference foundations and learning algorithms by Jonas Peters, Dominik Janzing, and Bernhard Scholkopf by
  • Peters, Jonas,
  • Janzing, Dominik
  • Scholkopf, Bernhard
Series: Adapative computation and machine learning series ;
Material type: Text Book
Publication details: Cambridge, Massachusetts The MIT Press 2017
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 PET/E.

1079.
Introduction to parallel computing by Ananth Grama...[et al.] by
  • Grama, Ananth,
  • Gupta, Anusha
  • Karypis, George
  • Kumar, Vipin
Edition: 2nd ed.
Material type: Text Book
Publication details: Noida Pearson Education Limited 2003
Availability: Items available for loan: Computational Data Scince (1)Call number: 005.2 GRA/I.

1080.
Numerical algorithms methods for computer vision, machine learning, and graphics by Justin Solomon by
  • Solomon, Justin,
Material type: Text Book
Publication details: Boca Raton CRC Press 2015
Availability: Items available for loan: Electrical Engineering (1)Call number: 005.1 SOL/N.

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