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141.
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: JRD Tata Memorial Library (1)Call number: 006.4 BIS.

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142.
No cover image available
Performance characterization and optimizations of traditional ML applications by Harsh Kumar; advised by R Govindarajan by
  • Kumar, Harsh,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: MTech (Res); IISc; 2022
Online access:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 HAR/P.

143.
No cover image available
Inverse problems in 3D full-wave electromagnetics by Harikiran Muniganti; advised by Dipanjan Gope by
  • Muniganti, Harikiran,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Online access:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621 HAR/I.

144.
Machine learning with python cookbook practical solutions from preprocessing to deep learning by Chris Albon by
  • Albon, Chris,
Material type: Text Book
Publication details: Beijing O'Reilly 2019
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 ALB.

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145.
No cover image available
High-throughput computational techniques for discovery of application-specific two-dimensional materials by Arnab Kabiraj; advised by Santanu Mahapatra by
  • Kabiraj, Arnab,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: PhD; IISc; 2022
Online access:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 ARN/H.

146.
Deep learning illustrated A visual, interactive guide to artificial intelligence by Jon Krohn, Grant Beyleveld and Aglae Bassens by
  • Krohn, Jon,
Material type: Text Book
Publication details: Noida (India) Pearson 2022
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 KRO.

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147.
No cover image available
Relating representations in deep learning and the brain by Sharmistha Jat; advised by Partha Pratim Talukdar and Tom Mitchell by
  • Jat, Sharmistha,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: PhD; IISc; 2022
Online access:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 SHA/R.

148.
Probabilistic graphical models : principles and techniques by Daphne Koller and Nir Friedman by
  • Koller, Daphne,
Material type: Text Book
Publication details: Cambridge, UK MIT Press 2009
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 519.5420285 KOL.

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149.
Machine learning using python by Manaranjan Pradhan and U Dinesh Kumar by
  • Pradhan, Manaranjan,
Series: ;
Edition:
Material type: Text Book
Publication details: New Delhi Wiley 2023
Online access:
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 PRA.
Lists:

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150.
No cover image available
Learning filters, filterbanks, wavelets, and multiscale representations by
  • Jawali, Dhruv
  • advised by Seelamantula, Chandra Sekhar
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bangalore : Indian Institute of science , 2022
Dissertation note: PhD; 2022; Mathematics
Online access:
Availability: Items available for loan: JRD Tata Memorial Library (1).

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151.
No cover image available
Novel neural architectures based on recurrent connections and symmetric filters for visual processing by
  • Agrawal, Harish
  • Nandy, S K
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bengaluru : Indian Institute of science , 2022
Dissertation note: MTech (Res); 2022; Computational and data sciences
Online access:
Availability: Items available for loan: JRD Tata Memorial Library (1).

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152.
No cover image available
Methods for improving data-efficiency and trustworthiness using natural language supervision by
  • Kumar, Sawan
  • Talukdar, Partha Pratim advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bengaluru : Indian institute of science , 2022
Dissertation note: PhD; 2022; Computational and data sciences
Online access:
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 SAW.

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153.
No cover image available
Accelerated search of catalysts using density functional theory and machine learning by
  • Agarwal, Sakshi
  • Singh, Abhishek K advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bengaluru : Indian institute of science , 2022
Dissertation note: PhD; 2022; Materials research centre
Online access:
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 548 SAK.

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154.
Pattern Recognition and Machine Learning by
  • Bishop, Christopher M
Series: Information Science and Statistics | Information Science and Statistics
Publication details: New York: Springer, 2009
Availability: Not available: JRD Tata Memorial Library: On hold (1).

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155.
No cover image available
Leveraging kg embeddings for knowledge graph question answering by
  • Saxena, Apoorv Umang
  • Talukdar, Partha Pratim advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en
Publication details: Bangaluru : Indian Institute of Science , 2023
Dissertation note: PhD; 2023; Computational and data sciences
Online access:
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 APO.

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156.
No cover image available
Data-efficient deep learning algorithms for computer vision applications by
  • Nayak, Gaurav Kumar
  • Chakraborty, Anirban advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en
Publication details: Bengaluru : Indian institute of science, 2022
Dissertation note: PhD; 2022; Computational and data sciences
Online access:
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 GAU.

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157.
No cover image available
Data driven stabilization schemes for singularly perturbed differential equations by
  • Yadav, Sangeeta
  • Ganesan, Sashikumaar advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en
Publication details: Bengaluru : Indian institute of science, 2023
Dissertation note: PhD; 2023; Computational and data sciences
Online access:
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 SAN.

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158.
No cover image available
Gaze estimation in the wild : Models, datasets and usability by
  • Murthy, L R D
  • Biswas, Pradipta advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en
Publication details: Banglore: Indian Institute of Science, 2022
Dissertation note: PhD; 2022; Centre for product design and manufacturing
Online access:
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 621 MUR.

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159.
Deep learning by
  • Goodfellow, Ian
Publication details: Cambridge: Massachusetts Institute of Technology, 2016
Availability: Not available: JRD Tata Memorial Library: Checked out (1).

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160.
No cover image available
Hybrid physics-data driven models for the solution of mechanics based inverse problems by
  • Rautela, Mahindra Singh
  • Gopalakrishnan, S advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bangalore IISc 2023
Dissertation note: PhD; 2023; Aerospace engineering
Online access:
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 620 MAH.

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