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21.
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Model extraction and active learning by Aditya Shukla; advised by Vinod Ganapathy by
  • Shukla, Aditya,
Material type: Text Book
Publication details: Bengaluru IISc 2020
Dissertation note: MS; IISc; 2020
Online access:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 ADI/M.

22.
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Model extraction defense using modified variational autoencoder by Yash Gupta; advised by Aditya Kanade and Shirish Shevade by
  • Gupta, Yash,
Material type: Text Book
Publication details: Bengaluru IISc 2020
Dissertation note: MS; IISc; 2020
Online access:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 YAS/M.

23.
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Network models uncover key molecular perturbations in complex human diseases by S R Sathya Baarathi; advised by Nagasuma Chandra and N Srinivasan by
  • Sathya Baarathi, S R,
Material type: Text Book
Publication details: Bengaluru IISc 2020
Dissertation note: PhD; IISc; 2020
Online access:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 SAT/N.

24.
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On leveraging dynamic processes in large social networks for smart cities by Naimisha Kolli; advised by N Balakrishnan and R Govindarajan by
  • Kolli, Naimisha,
Material type: Text Book
Publication details: Bengaluru IISc 2020
Dissertation note: PhD; IISc; 2020
Online access:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 NAI/O.

25.
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Representing networks: centrality, node embeddings, community outliers and graph representation by Sambaran Bandyopadhyay; advised by Ramasuri Narayanam, Shalabh Bhatnagar and M Narasimha Murthy by
  • Bandyopadhyay, Sambaran,
Material type: Text Book
Publication details: Bengaluru IISc 2020 2020
Dissertation note: PhD; IISc; 2020
Online access:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 SAM/R.

26.
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Design and development of non-Intrusive load monitoring techniques and solar photovoltaic-thermoelectric hybrid energy conversion systems by Gautam Anil Raiker; advised by Subba Reddy and L Umanand by
  • Raiker, Gautam Anil,
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: 621 GAU/D.

27.
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Epistasis detection and phenotype prediction in GWAS using machine learning methods by Diksha Chaudhary; advised by Debnath Pal by
  • Chaudhary, Diksha,
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 DIK/E.

28.
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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.

29.
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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.

30.
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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.

31.
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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.

32.
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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33.
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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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34.
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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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35.
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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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36.
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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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37.
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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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38.
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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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39.
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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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40.
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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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