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1.
Elements of statistical learning Data mining, inference, and prediction by Trevor Hastie, Robert Tibshirani and jerome Friedman by Series: Springer Series in Statistics
Material type: Text Text
Publication details: New York Springer-Verlag 2001
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 P011.

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Elements of statistical learning Data mining, inference, and prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman by Series: Springer Series in statistics
Material type: Text Text
Publication details: New York springer 2001
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 P011;1 R(T).

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3.
Elements of statistical learning Data mining, inference and prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman by Series: Springer series in statistics
Material type: Text Text
Publication details: New York Springer 2001
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 P011;2.

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4.
Boostings : Foundations and Algorithms by Robert E Schapire and Yoav Freund by Series: Adapative computation and machine learning series ;
Material type: Text Text
Publication details: England MIT 2012
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P121 (CSA).

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5.
Boosting Foundations and Algorithms by Robert E Schapire and Yoav Freund by
Material type: Text Text
Publication details: Cambridge MIT Press 2012
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P121;1 (ECE).

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6.
Boosting : Foundations and algorithms by Robert E Schapire and Yoav Freund by Series: Adaptive Computation and Machine Learning ;
Material type: Text Text
Publication details: England MIT Press 2014
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P141 (ECE).

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7.
Boosting: Foundations and Algorithms by Robert E. Schapire and Yoav Freund by Series: Adapative computation and machine learning series ;
Material type: Text Text
Publication details: USA MIT Press 2012
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P121;2 (ECE).

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8.
Boosting: Foundations and algorithms by Robert R Schapire and Yoav Freund by
Material type: Text Text
Publication details: London MIT Press 2012
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P121;3 (ECE).

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9.
Elements of statistical learning: Data mining, inference, and prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman by Series: Springer Series in Statistics ;
Material type: Text Text
Publication details: London Springer 2001
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P011;3 (CSA).

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10.
Elements of statistical learning : Data mining, inference and prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman by Series: Springer series in statistics ;
Edition: 2nd ed
Material type: Text Text
Publication details: New York Springer 2009
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P161 (CSA).

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11.
Elements of statistical learning data mining, inference and prediction by Trevor Hastie, Robert Tibshirani, Jerome Friedman. by Series: Springer series in statistics, 0172-7397 ; Springer series in statistics
Edition: 2nd ed.
Material type: Text Text
Publication details: New York Springer 2009
Availability: Items available for loan: Civil Engineering (1)Call number: 006.3122 HAS/E.

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12.
Elements of statistical learning data mining, inference, and prediction byTrevor Hastie, Robert Tibshirani, Jerome Friedman by Series: Springer Series in Stastistics ;
Edition: 2nd ed.
Material type: Text Text
Publication details: New York Springer 2013
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.3122 HAS/E.

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13.
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Cross-modal retrieval and hashing by Devraj Mandal; advised by Soma Biswas by
Material type: Text Text
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Online resources:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 DEV/C.

14.
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Learning to perceive humans from appearance and pose by Siddharth Seth; advised by Anirban Chakraborty by
Material type: Text Text
Publication details: Bengaluru IISc 2022
Dissertation note: MTech (Res); IISc; 2022
Online resources:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 SID/L.

15.
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Self-supervised domain adaptation frameworks for computer Vision tasks by Jogendra Nath Kundu; advised by R Venkatesh Babu by
Material type: Text Text
Publication details: Benagaluru IISc 2022
Dissertation note: PhD; IISc; 2022
Online resources:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 620 JOG/S.

16.
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Landmark estimation and image synthesis guidance using self-supervised networks by Tejan Karmali; advised by Babu R Venkatesh by
Material type: Text Text
Publication details: Bangalore IISc 2022
Dissertation note: MTech; IISc; 2022
Online resources:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 620 TEJ/L.

17.
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Integrating coarse semantic information with deep image representations for object localization, model generalization and efficient training by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: Eng.
Publication details: Bangalore : Indian Institute of Science, 2024
Dissertation note: PhD;2024;Computational and Data Sciences.
Online resources:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.4 TRI.

18.
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Label efficient and generalizable no-reference video quality assessment by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: Eng.
Publication details: Bangalore : Indian Institute of Science, 2024
Dissertation note: PhD;2024;Electrical Communication Engineering.
Online resources:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 004.9 MIT.

19.
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Loop Transformations for Multi-/Many-Core Architectures using Machine Learning by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: en
Publication details: Bangalore : Indian Institute of Science, 2025
Dissertation note: PhD;2025;Computer Science and Automation
Online resources:
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 005.1 BAB.

20.
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Generalizable No-Reference Image Quality Assessment : multi-Modal Models and Human Preference Analysis for AI Generated Images by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: en
Publication details: Bangalore : Indian Institute of Science, 2025
Dissertation note: MTech (Res) ; 2025 ; Electrical Communication Engineering (ECE)
Online resources:
Availability: Items available for reference: JRD Tata Memorial Library: Not For Loan (1)Call number: 006.6 TOT.

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