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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
Learning theory Approximation theory view point

by Cucker, Felipe Ed | Zhou Ding Xuan.

Series: Cambridge Monographs on Applied and Computational MathmaticsMaterial type: Text Text;Language: ; Format: print ; Literary form: Not fiction Publication details: CUP ; Cambridge ; 2007Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 47, Shelf No: 46 Call number: 681 CUC.

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.

E-BOOKS
Pedagogically Founded Courseware Generation for Web-Based Learning [electronic resource] : An HTN-Planning-Based Approach Implemented in PAIGOS / by Carsten Ullrich.

by Ullrich, Carsten [author.] | SpringerLink (Online service).

Series: Lecture Notes in Computer Science ; 5260Source: Springer eBooksMaterial type: Text Text;Language: English; Format: electronic available online remote; Literary form: Not fiction Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008Online access: Click here to access online Availability: Items available for loan: IMSc Library (1). Location(s): .

E-BOOKS
Teaching Fundamentals Concepts of Informatics [electronic resource] : 4th International Conference on Informatics in Secondary Schools - Evolution and Perspectives, ISSEP 2010, Zurich, Switzerland, January 13-15, 2010. Proceedings / edited by Juraj Hromkovič, Richard Královič, Jan Vahrenhold.

by Hromkovič, Juraj [editor.] | Královič, Richard [editor.] | Vahrenhold, Jan [editor.] | SpringerLink (Online service).

Series: Lecture Notes in Computer Science ; 5941Source: Springer eBooksMaterial type: Text Text;Language: English; Format: electronic available online remote; Literary form: Not fiction Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010Online access: Click here to access online Availability: Items available for loan: IMSc Library (1). Location(s): .

E-BOOKS
Informatics in Schools. Contributing to 21st Century Education [electronic resource] : 5th International Conference on Informatics in Schools: Situation, Evolution and Perspectives, ISSEP 2011, Bratislava, Slovakia, October 26-29, 2011. Proceedings / edited by Ivan Kalaš, Roland T. Mittermeir.

by Kalaš, Ivan [editor.] | Mittermeir, Roland T [editor.] | SpringerLink (Online service).

Series: Lecture Notes in Computer Science ; 7013Source: Springer eBooksMaterial type: Text Text;Language: English; Format: electronic available online remote; Literary form: Not fiction Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011Online access: Click here to access online Availability: Items available for loan: IMSc Library (1). Location(s): .

E-BOOKS
Informatics in Schools. Sustainable Informatics Education for Pupils of all Ages [electronic resource] : 6th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2013, Oldenburg, Germany, February 26–March 2, 2013. Proceedings / edited by Ira Diethelm, Roland T. Mittermeir.

by Diethelm, Ira [editor.] | Mittermeir, Roland T [editor.] | SpringerLink (Online service).

Series: Lecture Notes in Computer Science ; 7780Source: Springer eBooksMaterial type: Text Text;Language: English; Format: electronic available online remote; Literary form: Not fiction Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013Online access: Click here to access online Availability: Items available for loan: IMSc Library (1). Location(s): .

E-BOOKS
Novikov Conjectures, Index Theorems, and Rigidity Volume 2 / Edited by Steven C. Ferry, Andrew Ranicki, Jonathan M. Rosenberg.

by Ferry, Steven C [editor of compilation.] | Ranicki, Andrew [editor of compilation.] | Rosenberg, Jonathan M [editor of compilation.].

Series: London Mathematical Society Lecture Note Series ; no. 227Material type: Text Text;Language: English; Format: electronic available online remote; Literary form: Not fiction Publisher: Cambridge : Cambridge University Press, 1995Other title: Novikov Conjectures, Index Theorems, & Rigidity.Online access: Click here to access online Availability: Items available for loan: IMSc Library (1). Location(s): .

BOOKS
Adaptive Behavior and Learning

by Staddon. J. E. R.

Edition: 2nd Edition Publication details: New York Cambridge University Press 2016Availability: Items available for loan: IMSc Library (1). Location(s): Second floor, Rack No: 47, Shelf No: 3 Call number: 591.5 STA.

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
Dawn of a New Vibrant India

by Arona, Harbeen | Rai Vinay.

Material type: Text Text;Language: English; Format: print ; Literary form: Not fiction Language: English Publication details: New Delhi Perfect Publication 2014Availability: Items available for loan: IMSc Library (1). Location(s): First Floor, Rack No: 2, Shelf No: 3 Call number: 303 ARO.

E-BOOKS
Informatics in Schools: Focus on Learning Programming [electronic resource] : 10th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2017, Helsinki, Finland, November 13-15, 2017, Proceedings / edited by Valentina Dagienė, Arto Hellas.

by Dagienė, Valentina [editor.] | Hellas, Arto [editor.] | SpringerLink (Online service).

Series: Theoretical Computer Science and General Issues ; 10696 | Lecture Notes in Computer Science ; 10696Edition: 1st ed. 2017.Source: Springer Nature eBookMaterial type: Text Text;Language: English; Format: electronic available online remote; Literary form: Not fiction Publisher: Cham : Springer International Publishing : Imprint: Springer, 2017Online access: Click here to access online Availability: Items available for loan: IMSc Library (1). Location(s): .

E-BOOKS
Informatics in Schools. Curricula, Competences, and Competitions [electronic resource] : 8th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2015, Ljubljana, Slovenia, September 28 - October 1, 2015, Proceedings / edited by Andrej Brodnik, Jan Vahrenhold.

by Brodnik, Andrej [editor.] | Vahrenhold, Jan [editor.] | SpringerLink (Online service).

Series: Theoretical Computer Science and General Issues ; 9378 | Lecture Notes in Computer Science ; 9378Edition: 1st ed. 2015.Source: Springer Nature eBookMaterial type: Text Text;Language: English; Format: electronic available online remote; Literary form: Not fiction Publisher: Cham : Springer International Publishing : Imprint: Springer, 2015Online access: Click here to access online Availability: Items available for loan: IMSc Library (1). Location(s): .

E-BOOKS
Informatics in Schools: Improvement of Informatics Knowledge and Perception [electronic resource] : 9th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2016, Münster, Germany, October 13-15, 2016, Proceedings / edited by Andrej Brodnik, Françoise Tort.

by Brodnik, Andrej [editor.] | Tort, Françoise [editor.] | SpringerLink (Online service).

Series: Theoretical Computer Science and General Issues ; 9973 | Lecture Notes in Computer Science ; 9973Edition: 1st ed. 2016.Source: Springer Nature eBookMaterial type: Text Text;Language: English; Format: electronic available online remote; Literary form: Not fiction Publisher: Cham : Springer International Publishing : Imprint: Springer, 2016Online access: Click here to access online Availability: Items available for loan: IMSc Library (1). Location(s): .

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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