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BOOKS
Machine Learning : A Theoretical Approach

by Natarajan,Balas K.

Material type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: San Mateo, CA ; Morgan Kaufmann ; 1991Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 49, Shelf No: 12 Call number: 681.3 NAT.

BOOKS
Sequential methods in pattern recognetion and machine learning

by Fu, K.S.

Material type: Text Text;Language: ; Format: print Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 48, Shelf No: 46 Call number: 681.3 FU.

BOOKS
Knowledge Representation and Organization in Machine Learning

by Morik, K. Ed.

Series: Lecture notes in artificial intelligence ; 00347Material type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: Berlin ; Springer Verlag ; 1989Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 48, Shelf No: 7 Call number: 681 LNCS.

BOOKS
Introduction to Computational Learning Theory

by Kearns, Michael J | Vazirani, Umesh V.

Material type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: Mass., ; MIT Press ; 1997Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 49, Shelf No: 7 Call number: 681.3 KEA.

BOOKS
Bioinformatics : Machine Learning Approach

by Baldi, Pierre | Brunak, Soren.

Series: Adaptive Computation and Machine LearningMaterial type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: USA ; MIT Press ; 1999Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 46, Shelf No: 31 Call number: 574 BAL.

BOOKS
Least Squares: Support Vector Machines

by Suykens, J A K.,Gestel, T V | Brabanter,J de., De Moor, B | Vandewalle, Joos.

Material type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: Singapore ; World Scientific ; 2002Availability: Items available for loan: IMSc Library (1). Location(s): First Floor, Rack No: 28, Shelf No: 9 Call number: 510.6 SUY.

BOOKS
BioInformatics The Machine Learning Approach

by Baldi, Pierre | Brunak, Soren.

Material type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: USA ; MIT ; 2001Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 46, Shelf No: 31 Call number: 574 BAL.

BOOKS
Principles and theory for data mining and machine learning

by Clarke, Bertrand | Fokoue, Ernest | Zhang, Hao Helen.

Series: Springer series in statisticsMaterial type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: New york ; Springer ; 2009Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 48, Shelf No: 43 Call number: 681.3 CLA.

BOOKS
Data mining and machine learning in cybersecurity

by Dua, Sumeet | Du, Xian.

Material type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: New york ; CRC press ; 2011Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 48, Shelf No: 47 Call number: 681.3 DUA.

BOOKS
Machine learning : A probabilistic perspective

by Murphy, Kevin P.

Series: Aadaptive computation and machine learning seriesMaterial type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: London ; MIT press ; 2012Availability: Items available for loan: IMSc Library (1). Location(s): Call number: 681.3 MUR.

BOOKS
Learning with Kernels Support vector machines, regularization, optimization and beyond

by Scholkopf, Bernhard | Smola, Alexander J.

Series: Adaptive computation and machine learning seriesMaterial type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: London ; MIT press ; 2002Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 49, Shelf No: 18 Call number: 681.3 SCH.

BOOKS
Foundations of machine learning

by Mohri, Mehryar | Rostamizadeh, Afshin | Talwalkar, Ameet.

Series: Adaptive computation and machine learning seriesMaterial type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: London ; MIT Press ; 2012Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 49, Shelf No: 11 Call number: 681.3 MOH.

BOOKS
Machine learning for health informatics. State of the art and future challenges

by Holzinger, Andreas. Ed.

Series: Lecture notes in artificial intelligence ; 9605Material type: Text Text;Language: English; Format: print ; Literary form: Not fiction Language: English Publication details: New York Springer 2016Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 49, Shelf No: 3 Call number: 681.3 HOL.

BOOKS
Mathematics for machine learning

by Deisenroth, Marc Peter | Faisal, A. Aldo | Ong, Cheng Soon.

Material type: Text Text;Language: English; Format: print ; Literary form: Not fiction Language: English Publication details: Cambridge Cambridge University Press 2020Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 50, Shelf No: 6 Call number: 681.324 DEI.

BOOKS
Algorithmic learning theory : 7th international workshop, ALT '96, Sydney, Australia, October 23-25, 1996 : proceedings / Arun K. Sharma (eds.)

by Setsuo Arikawa | Arikawa, S | Sharma, Arun K.

Series: Material type: Text Text;Language: English; Format: print ; Literary form: Not fiction Language: English Publication details: Berlin ; New York : Springer, 1996Online access: Click here to access online Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 48, Shelf No: 18 Call number: 681 LNCS.

BOOKS
Probabilistic Machine Learning : An Introduction

by Murphy Kevin P.

;Language: English Language: English Publication details: Cambridge MIT Press 2022Availability: Items available for loan: IMSc Library (1). Location(s): Second Floor, Rack No: 49 Shelf No: 12 Call number: 681.3 MUR.

BOOKS
Genius Makers The mavericks who brought A.I. to Google, Facebook, and the world

by Metz, Cade.

Material type: Text Text;Language: English; Format: print ; Nature of contents: biography; Literary form: Not fiction Language: English Publication details: Gurgaon (Haryana) Penguin 2021Availability: Items available for loan: IMSc Library (1). Location(s): Second Floor, Rack No: 50 Shelf No: 10 Call number: 681.5 MET.

BOOKS
Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

by Molak, Aleksander | Jaokar, Ajit.

;Language: English Language: English Publication details: Birmingham Packt Publishing Limited 2023Availability: Items available for loan: IMSc Library (1). Location(s): Second Floor, Rack No: 49, Shelf No: 11 Call number: 681.3 MOL.

BOOKS
Machine Learning and Deep Learning in Computational Toxicology

by Hong, Huixiao.

;Language: English Language: English Publication details: Switzerland Springer Cham 2023Availability: Items available for loan: IMSc Library (1). Location(s): First Floor, Rack No: 49, Shelf No: 3 Call number: 681.3 HONG.

The Institute of Mathematical Sciences, Chennai, India

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