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1.
Distributed learning with connectionist models for optimization and control /by G. Santharam by
  • Santharam, G
Series: I.I.Sc., Dept. of EE, Ph.D., Thesis
Material type: Text Book
Publication details: Bangalore IISc. 1994
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 629.895631 N94 "THESIS".

2.
Modern reference learning control using ANFIS by Guruprasad K R by
  • Guruprasad, K. R
Series: IISc, Dept of ME, MSc thesis
Material type: Text Book
Publication details: Bangalore Indian Institute of Science 1996
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 629.892631 N96 "THESIS".

3.
Modified Method of Selecting Training Data for Land Cover Mapping Using pattern Classification techniques by Meghshyam G Prasad by
  • Prasad, G Meghshyam,
Series: IISc., Department of AE, M.Sc thesis
Material type: Text Book
Publication details: Bangalore IISc 2004
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621.367028563 P04 "THESIS".

4.
Multi-Antenna Communication Receivers Using Metaheuristics And Machine Learning Algorithms by Srinidhi Nagaraja by
  • Nagaraja, Srinidhi
Series: IISc. Dept. of CPDM, PhD Thesis
Material type: Text Book
Publication details: Bangalore IISc 2013
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 629.895631 P13 "THESIS".

5.
Gaussian processes for learning problems with related outputs by P K Srijith by
  • Srijith, P. K
Series: IISc Dept of CSA PhD Thesis ;
Material type: Text Book
Publication details: Bangalore IISc 2014
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 519.23028563 P14 (THESIS).

6.
Sparse Bayesian learning for joint channel estimation data and detection in OFDM systems by Ranjitha Prasad by
  • Prasad, Ranjitha,
Series: IISc Dept of ECE PhD Thesis ;
Material type: Text Book
Publication details: Bangalore IISc 2015
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 519.542028563 P15 (THESIS).

7.
Approximate dynamic programming and reinforcement learning - Algorithms, analysis and an application by Chandrashekar Lakshminarayanan by
  • Chandrashekar, Lakshminarayanan
  • Shalabh Bhatnagar
Material type: Text Book
Publication details: Bangalore IISc 2015
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 519.2330285631 P15 (THESIS).

8.
Deep learning with minimal supervision by Gaurav Pandey by
  • Pandey, Gaurav
  • Advised by Dukkipati, Ambedkar
Material type: Text Book; Format: print ; Literary form: Not fiction
Publication details: Bengaluru : Indian Institute of Science, 2017
Dissertation note: PhD(Engg);2017;Computer Science and Automation
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.31 P17.

9.
Machine learning algorithms using classical and quantum photonics by Bhawani Shankar Leelar by
  • Leelar, Bhawani Shankar,
Material type: Text Book
Publication details: Bengaluru IISc 2017
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621.367 LEE(THESIS).

10.
Algorithms for fair clustering by Swati Allabadi; advised by Anand Louis and Arindam Khan by
  • Allabadi, Swati,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: MTech (Res); IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 371 SWA/A.

11.
Exploring topological phases of matter using density functional theory and machine learning approaches by Ranjan Kumar Barik; advised by Abhishek K Singh by
  • Barik, Ranjan Kumar,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 530 RAN/E.

12.
Imitation learning techniques for robot manipulation by Sagar Gubbi Venkatesh; advised by Bharadwaj Amrutur by
  • Gubbi Venkatesh, Sagar,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 620 SAG/I.

13.
Low power machine learning systems for energy efficient edge devices by Abhishek Ramdas Nair; advised by Chetan Singh Thakur by
  • Nair, Abhishek Ramdas,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621 ABH/L.

14.
MPCLeague: robust MPC platform for privacy-preserving machine learning by S Ajith; advised by Arpita Patra by
  • Ajith, S,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 004 AJI/M.

15.
Novel First-order Algorithms for Non-smooth Optimization Problems in Machine Learning by Achintya Kundu; advised by Chiranjib Bhattacharyya by
  • Kundu, Achintya,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 004 ACH/N.

16.
Rational design of efficient catalysts using first-principles and machine learning by Ritesh Kumar; advised by Abhishek K Singh by
  • Kumar, Ritesh,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 540 RIT/R.

17.
Statistical network analysis: community structure, fairness constraints, and emergent behavior by Shubham Gupta; advised by Ambedkar Dukkipati by
  • Gupta, Shubham,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 004 SHU/S.

18.
Efficient algorithms for learning restricted boltzmann machines by Vidyadhar Upadhya; advised by P S Sastry by
  • Upadhya, Vidyadhar,
Material type: Text Book
Publication details: Bengaluru IISc 2020
Dissertation note: PhD; IISc; 2020
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621 VID/E.

19.
Hyperspectral remote sensing for land cover classification and chlorophyll content estimation using advanced machine lea by Subir Paul; advised by D Nagesh Kumar by
  • Paul, Subir,
Material type: Text Book
Publication details: Bengaluru IISc 2020
Dissertation note: PhD; IISc; 2020
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 622 SUB/H.

20.
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
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 ADI/M.

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