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1.
Mathematical statistics : asymptotic minimax theory Alexander Korostelev, Olga Korosteleva by
  • Korostelev, A. P
  • Korosteleva, Olga
Series: ; | Graduate studies in mathematics ; 119.
Edition:
Material type: Text Book; Format: print ; Literary form: Not fiction
Current publication frequency: .
Publication details: RI American Mathematical Society 2011
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 519.5 KOR.
Lists:

2.
Outage management system for power distribution network by
  • Kumar, Gourav
Material type: Text Book
Publication details: Gandhinagar: Indian Institute of Technology, 2014
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 621.3 KUM. Items available for reference: IIT Gandhinagar: Not for loan (1)Call number: 621.3 KUM.

3.
Elements of statistical learning : data mining, inference and prediction, 2nd ed. : Springer series in statistics / by Trevor Hastie . by
  • Hastie, Trevor
  • Friedman, Jerome
  • Tibshirani, Robert
Series: ; | Springer series in statistics
Edition: 2nd ed.
Material type: Text Book; Format: print ; Literary form: Not fiction
Current publication frequency: .Language: English
Publication details: New York Springer 2009
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 HAS .

4.
Modeling and reasoning with bayesian networks by Adnan Darwiche by
  • Darwiche, Adnan
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .Language: English
Publication details: Cambridge: Cambridge University Press, 2014
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 519.542 DAR.
Lists:

5.
By inference by Dilip Naik by
  • Naik, Dilip
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .Language: English
Publication details: Delhi: Events Publisher, 2014
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 811.52 NAI.

6.
Probability and statistics for engineering and the sciences, 8th ed. By Jay L. Devore by
  • Devore, Jay L
Series: ;
Edition: 8th ed.
Material type: Text Book; Format: print ; Literary form: Not fiction
Current publication frequency: .Language: English
Publication details: New Delhi Cengage Learning 2012
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 519.2 DEV.
Lists:

7.
Semantic web primer by
  • Antoniou, Grigoris, (et al.)
Edition: 3rd ed.
Material type: Text Book
Publication details: New Delhi: PHI Learning, 2012
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 025.04 ANT.

8.
Hierarchical linear models: applications and data analysis methods by
  • Raudenbush, Stephen W
  • Bryk, Anthony S
Edition: 2nd ed.
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: London: Sage Publications, 2002
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 300​.72 RAU.

9.
Book of why: the new science of cause and effect by
  • Pearl, Judea
  • Mackenzie, Dana
Publication details: New York: Basic Books, 2018
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 501 PEA.

10.
Elements of causal inference: foundations and learning algorithms by
  • Peters, Jonas
  • Janzing, Dominik
  • Schölkopf, Bernhard
Series: Adaptive computation and machine learning
Publication details: Cambridge: MIT Press, 2017
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 PET.

11.
Deep learning in computer vision: principles and applications by
  • Hassaballah, Mahmoud [Ed.]
  • Awad, Ali Ismail [Ed.]
Series: Digital Imaging and Computer Vision
Publication details: Boca Raton: CRC Press, 2020
Availability: Not available: IIT Gandhinagar: Checked out (1).

12.
Myth of artificial intelligence: why computers can’t think the way we do by
  • Larson, Erik J
Publication details: Cambridge: Belknap Press of Harvard University Press, 2021
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.3 LAR.

13.
Uncertainty quantification using bayesian neural networks: application to plant disease detection and physics guided machine learning by
  • Vagadiya, Jenilkumar Virendra
  • Bhatia, Udit [Supervisor]
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Gandhinagar: Indian Institute of Technology Gandhinagar, 2021
Availability: Items available for reference: IIT Gandhinagar: Not for loan (1)Call number: 621.3 VAG.

14.
Active inference: the free energy principle in mind, brain, and behavior by
  • Parr, Thomas
  • Pezzulo, Giovanni [Co- author]
  • Friston, Karl J [Co- author]
Publication details: Cambridge, Massachusetts: MIT Press, 2022
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 153 PAR.

15.
Causal inference by
  • Rosenbaum, Paul R
Series: The MIT Press Essential Knowledge Series
Publication details: Cambridge, Massachusetts: The MIT Press, 2023
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 001.42 ROS.

16.
Inference and learning from data, Vol. 1: foundations by
  • Sayed, Ali H
Publication details: Cambridge, UK: Cambridge University Press, 2023
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 519.54 SAY.

17.
Inference and learning from data, Vol. 2: inference by
  • Sayed, Ali H
Publication details: Cambridge, UK: Cambridge University Press, 2023
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 519.54 SAY.

18.
Inference and learning from data, Vol. 3: learning by
  • Sayed, Ali H
Publication details: Cambridge, UK: Cambridge University Press, 2023
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 519.54 SAY.

19.
Probabilistic machine learning: advanced topics by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning
Publication details: Cambridge, Massachusetts: The MIT Press, 2023
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31015192 MUR.

20.
Lectures on algebraic statistics by
  • Sullivant, Seth
Series: Oberwolfach Seminars, 39
Publication details: Basel: Birkhäuser, 2009
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 512.9 SUL.

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