Ministry of Education
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Prof Ambedkar Dukkipati

vidwan id: 66067
Male

Professor, Computer Science and Automation
Indian Institute of Science Bangalore

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Expertise

  • Mathematical Physics

Publications

Total Articles 69
Books 0
Proceedings 0

Publications

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Scopus

Citations 712
h-index 12

CrossRef

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Citations 252
h-index 6
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Bio

Statistical Machine Learning, Spectral Graph Methods, Deep Learning, Algorithmic Algebra

Personal Details

  • Male
  • Professor , Indian Institute of Science Bangalore
  • Indian Institute of Science
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Professor Jul 2009 – Present
Indian Institute of Science Bangalore | Computer Science and Automation

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Co-Authors (7)

Joel George

Dr Joel George M

Indian Institute of Technology Madras

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Dr Maria Francis

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Narasimha M. Murty

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Scholarly Work

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Scholarly Publications

Minimum description length principle for maximum entropy model selection

Open Access
Conference Paper
Year: 2013. Pages: 1521-1525 .
Authors: Pandey G.;Dukkipati A.
DOI 10.1109/ISIT.2013.6620481
3 9

On power-law kernels, corresponding Reproducing Kernel Hilbert Space and applications

Open Access
Conference Paper
Year: 2013. Pages: 365-371 .
Authors: Ghoshdastidar D.;Dukkipati A.
2

Generative maximum entropy learning for multiclass classification

Open Access
Conference Paper
Year: 2013. Pages: 141-150 .
Authors: Dukkipati A.;Pandey G.;Ghoshdastidar D.;Koley P.;Sriram D.M.V.S.
DOI 10.1109/ICDM.2013.26
1

On maximum entropy and minimum KL-divergence optimization by Gröbner basis methods

Open Access
Article
Applied Mathematics and Computation. Year: 2012. Volume: 218 , Issue: 23 , Pages: 11674-11687 .
Authors: Dukkipati A.
DOI 10.1016/j.amc.2012.05.052
6 9

Q-Gaussian based Smoothed Functional algorithms for stochastic optimization

Open Access
Conference Paper
Year: 2012. Pages: 1059-1063 .
Authors: Ghoshdastidar D.;Dukkipati A.;Bhatnagar S.
DOI 10.1109/ISIT.2012.6283013
5 11

Complexity of Gröbner basis detection and border basis detection

Open Access
Article
Theoretical Computer Science. Year: 2012. Volume: 459 , Pages: 1-15 .
Authors: Ananth P.V.;Dukkipati A.
DOI 10.1016/j.tcs.2012.08.002
2 2

A two stage selective averaging LDPC decoding

Open Access
Conference Paper
Year: 2012. Pages: 2866-2870 .
Authors: Kumar A.D.;Dukkipati A.
DOI 10.1109/ISIT.2012.6284048
4 4

An algebraic characterization of rainbow connectivity

Open Access
Conference Paper
Year: 2012. Volume: 7442 LNCS , Pages: 12-21 .
Authors: Ananth P.;Dukkipati A.
DOI 10.1007/978-3-642-32973-9_2