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

Maria

Dr Maria Francis

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Narasimha

Narasimha M. Murty

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Scholarly Work

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Scholarly Publications

Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time Domain

Open Access
Conference Paper
Year: 2023. Volume: 222 , Pages: 343-358 .
Authors: Dutta P.;Mayilvaghanan K.;Sinha P.;Dukkipati A.
1

Equipping SBMs with RBMs: an interpretable approach for analysis of networks with covariates

Open Access
Article
Journal of Complex Networks. Year: 2022. Volume: 10 , Issue: 2 .
Authors: Gupta S.;Gururaj K.;Dukkipati A.;Castro R.M.
DOI 10.1093/comnet/cnac009

Graph Convolutional Neural Networks for Alzheimer's Classification with Transfer Learning and HPC Methods

Open Access
Conference Paper
Year: 2022. Pages: 186-195 .
Authors: Kumar A.;Balaji V.;Chandrashekar M.A.;Dukkipati A.;Vadhiyar S.
DOI 10.1109/IPDPSW55747.2022.00043
2

Contradistinguisher: A Vapnik's Imperative to Unsupervised Domain Adaptation

Open Access
Article
IEEE Transactions on Pattern Analysis and Machine Intelligence. Year: 2022. Volume: 44 , Issue: 9 , Pages: 4730-4747 .
Authors: Balgi S.;Dukkipati A.
DOI 10.1109/TPAMI.2021.3071225
6 6

Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions

Open Access
Conference Paper
Year: 2022. Volume: 35 .
Authors: Gupta S.;Dukkipati A.
8

Learning Skills to Navigate without a Master: A Sequential Multi-Policy Reinforcement Learning Algorithm

Open Access
Conference Paper
Year: 2022. Volume: 2022-October , Pages: 2483-2489 .
Authors: Dukkipati A.;Banerjee R.;Ayyagari R.S.;Udaybhai D.P.
DOI 10.1109/IROS47612.2022.9981607
2 8

Active2 Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation

Open Access
Conference Paper
Year: 2021. Pages: 1982-1995 .
Authors: Hazra R.;Dutta P.;Gupta S.;Qaathir M.A.;Dukkipati A.
DOI 10.18653/v1/2021.naacl-main.159
8

Instance-based inductive deep transfer learning by cross-dataset querying with locality sensitive hashing

Open Access
Conference Paper
Year: 2021. Pages: 183-191 .
Authors: Chowdhury S.B.R.;Annervaz K.M.;Dukkipati A.
4