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201.
High-dimensional data analysis with low-dimensional models Principles, computation, and applications by John Wright and Yi Ma by
  • Wright, John,
Material type: Text Book
Publication details: Cambridge, UK Cambridge University Press 2022
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 WRI.

202.
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.

203.
Information rates over point-to-point and multi-user wireless channels with energy and delay constraints by P K Deekshith; advised by Vinod Sharma by
  • Deekshith, P K,
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: 620 DEE/I.

204.
Introduction to algorithms by Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest and Clifford Stein by
  • Cormen, Thomas H,
Edition: 4rth ed
Material type: Text Book
Publication details: Cambridge MIT Press 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 005.1 COR.
Lists:

205.
Neural networks and learning machines by Simon Haykin by
  • Haykin, Simon,
Edition: 3rd ed
Material type: Text Book
Publication details: Noida, U.P., India Pearson 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.32 HAY.

206.
Theory and algorithms for sequential non-Gaussian Bayesian filtering and estimation by Srikanth Avasarala; advised by Deepak N Subramani by
  • Avasarala, Srikanth,
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 SRI/T.

207.
Improved air-tissue boundary segmentation in real-time magnetic resonance imaging videos using speech articulator specific error criterion by Anwesha Roy; advised by Prasanta Kumar Ghosh by
  • Roy, Anwesha,
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: 620 ANW/I.

208.
Fast algorithms for max cut on geometric intersection graphs by Utkarsh Joshi; advised by Rahul Saladi by
  • Joshi, Utkarsh,
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: 510 UTK/F.

209.
Algorithms and testbed for synchronous generator parameter estimation by Kiran Kumar Challa; advised by G Gurrala by
  • Challa, Kiran Kumar,
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: 620 KIR/A.

210.
Probabilistic machine learning An introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Material type: Text Book
Publication details: Cambridge, U.K. The MIT Press, Cambridge 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 MUR.
Lists:

211.
Multi-layered composite structures for electromagnetic interference shielding applications by Kumari Sushmita; advised by Suryasarathi Bose by
  • Sushmita, Kumari,
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: 620 KUM/M.

212.
Weights of highest weight modules over Kac-Moody algebras by G V Krishna Teja; advised by Apoorva Khare by
  • Krishna Teja, G V,
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: 510 KRI/W.

213.
Provably convergent algorithms for denoiser-driven image regularization by Pravin Nair; advised by Kunal Narayan Chaudhury by
  • Nair, Pravin,
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: 620 PRA/P.

214.
Designing machine learning systems an iterative process for production-ready applications by Chip Huyen by
  • HUYEN, CHIP,
Edition: 1st ed
Material type: Text Book
Publication details: USA O'REILLY MEDIA 2022
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 HUY.

215.
Machine learning design patterns solutions to common challenges in data preparation, model building, and MLOps by Valliappa Lakshmanan, Sara Robinson and Michael Munn by
  • Lakshmanan, Valliappa,
Edition: 1st ed
Material type: Text Book
Publication details: Mumbai, India Shroff Publishers (O'REILLY) 2022
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 LAK.

216.
Don't trust your gut using data to get what you really want in life by Seth Stephens-Davidowitz by
  • Stephens-Davidowitz, Seth,
Edition: 1st ed
Material type: Text Book
Publication details: New York, NY Dey St., an imprint of William Morrow 2022
Availability: Items available for loan: Computational Data Scince (1)Call number: 153.83 STE.

217.
Insights into the conformational stability & pharmacology of peptides through side chain and backbone modification by Pritha Ghosh; advised by Jayanta Chatterjee by
  • Ghosh, Pritha,
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: 574 PRI/I.

218.
Deploying an orthogonal turn for isolation of rare cell populations from vascular environments by Navya Rastogi; advised by Prosenjit Sen and Ramray Bhat by
  • Rastogi, Navya,
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: 620.5 NAV/D.

219.
Investigations on capacitor size reduction and PWM strategy for multilevel polygonal space vector structure for induction motor drives by Mohammed Imthias; advised by K Gopakumar and L Umanand by
  • Imthias, Mohammed,
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: 620 MOH/I.

220.
Analysis of vocal sounds in asthmatic patients by Shivani Yadav; advised by Dipanjan Gope and Prasanta Kumar Ghosh by
  • Yadav, Shivani,
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: 620 SHI/A.

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