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21.
A context-aware neural approach for explainable citation link prediction by Soumya Jain; advised by Shirish Shevade by
  • Jain, Soumya,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: MS; IISC; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 SOU/C.

22.
Machine learning A probabilistic perspective by Kevin P. Murphy by
  • Murphy, Kevin P,
Material type: Text Book
Publication details: Cambridge MIT press 2012
Availability: Items available for loan: Electrical Engineering (1)Call number: 006.31 MUR.

23.
Deep learning by Amit Kumar Das, Saptarsi Goswami, Pabitra Mitra and Amlan Chakrabarti. by
  • Das, Amit Kumar,
Material type: Text Book
Publication details: New Delhi Pearson India 2021
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 DAS.

24.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville by
  • Goodfellow, Ian,
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: Cambridge, MA MIT press 2017
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 GOO.

25.
Deep learning methods for light fluence compensation in two-dimensional and three-dimensional photoacoustic imaging by M Arumugaraj; advised by Jaya Prakash by
  • Arumugaraj, M,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: MS; IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 ARU/D.

26.
Mitigating domain shift via self-training in single and multi-target unsupervised domain adaptation by Vikash Kumar; advised by Anirban Chakraborty by
  • Kumar, Vikash,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: MS; IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 VIK/M.

27.
Tensorflow for deep learning from linear regression to reinforcement learning by
  • Ramsundar, Bharat,
  • Zadeh, Reza Bosagh
Material type: Text Book
Publication details: United States of America O'Reilly 2018
Availability: Items available for loan: Solid State Chemistry Unit (1)Call number: 006.31 RAM.

28.
Tensorflow for deep learning from linear regression to reinforcement learning by
  • Ramsundar, Bharat,
  • Zadeh, Reza Bosagh
Material type: Text Book
Publication details: United States of America O'Reilly 2018
Availability: No items available.

29.
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
Availability: Items available for loan: JRD Tata Memorial Library (1).

30.
Data efficient domain generalization by
  • Afreen, Ahmad
  • Biswas, Soma advised
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; Electrical engineering
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 621.

31.
Inducing constraints in paraphrase generation and consistency in paraphrase detection by
  • Kumar, Ashutosh
  • Advised by Talukdar, Partha Pratim
Material type: Text Book; Format: print ; Literary form: Not fiction
Language: en.
Publication details: Bengaluru : Indian Institute of Science , 2022
Dissertation note: PhD; 2022; Computer science and automation
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 ASH.

32.
Identifying bacterial species, detecting antibiotic resistance and susceptibilities in clinical samples using raman spectroscopy by
  • Singh, Saumya
  • Umapathy, Siva advised
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bengalore : Indian Institute of Science , 2022
Dissertation note: PhD; 2022; Inorganic and physical chemistry
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 540 SIN.

33.
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
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 GAU.

34.
Inverse material design using deep convolutional neural networks and ontology by
  • Patel, Anandkumar Nileshbhai
  • advised by Gurumoorthy, B
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bangalore: Indian Institute of Science, 2023
Dissertation note: PhD; 2023; Mechanical Engineering
Availability: Items available for reference: JRD Tata Memorial Library: Not For Loan (1)Call number: 620.11 PAT.

35.
Temporal point processes for forecasting events in higher-order networks by
  • Gracious, Tony
  • advised by Dukkipati, Ambedkar
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bangalore: Indian Institute of Science, 2023
Dissertation note: PhD; 2023; Computer Science and Automation
Availability: Items available for reference: JRD Tata Memorial Library: Not For Loan (1)Call number: 006.31 GRA.

36.
Development of Novel Deep Learning Models with Improved Generalizability for Medical Image Analysis by
  • Naveen, P
  • Advised by Yalavarthy, Phaneendra K
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bangalore: Indian Insitute of Science, 2023
Dissertation note: PhD; 2023;Computational & Data Sciences
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 617.54 NAV.

37.
Investigation of machine learning and deep learning methodologies for applications in biomechanics, additive manufacturing, and microstructure fingerprinting: A Biomaterialomics approach by
  • Haribabu, Gowtham Nimmal
  • Advised by Basu, Bikramjit
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bangalore: Indian Institute of Science, 2023
Dissertation note: PhD;2023;Materials Research Centre
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.3 HAR.

38.
Sparsification of Reaction-Diffusion Dynamical Systems on Complex Networks by
  • Abhishek, A
  • Advised by Raha, Soumyendu
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bangalore: Indian Institute of Science, 2023
Dissertation note: PhD;2023; Computational and Data Sciences
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.31 ABH.

39.
Sparsification of Reaction-Diffusion Dynamical Systems on Complex Networks by
  • Abhishek, A
  • Advised by Raha, Soumyendu
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bangalore: Indian Institute of Science, 2023
Dissertation note: PhD;2023; Computational and Data Sciences
Availability: No items available.

40.
Deep Learning Based Channel Estimation in Wireless Communications by
  • Mattu, Sandesh Rao
  • Advised by Chockalingam, A
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bangalore: Indian Institute of Science, 2023
Dissertation note: PhD;2023;Electrical Communication Engineering
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621.385 MAT.

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