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1.
Probabilistic machine learning an introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Material type: Text Book
Publication details: London The MIT Press 2022
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 MUR.

2.
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
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621 GAU/D.

3.
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
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 DIK/E.

4.
Probabilistic machine learning an introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Material type: Text Book
Publication details: Massachusetts The MIT Press 2022
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 MUR.

5.
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
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 HAR/P.

6.
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
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 ARN/H.

7.
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.

8.
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
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 SHA/R.

9.
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).

10.
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
Availability: Items available for loan: JRD Tata Memorial Library (1).

11.
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
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 600 SAW.

12.
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
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 548 SAK.

13.
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.

14.
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
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 621 MUR.

15.
Understanding machine learning: by
  • Shalev-Shwartz, Shai
  • Ben-David, Shai
Publication details: New Delhi: Cambridge University Press, 2022
Availability: Items available for loan: JRD Tata Memorial Library (3)Call number: 006.31 SHW, ...

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