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)

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Dr Joel George M

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Scholarly Work

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Scholarly Publications

Active Reinforcement Learning Strategies for Offline Policy Improvement

Open Access
Conference Paper
Proceedings of the AAAI Conference on Artificial Intelligence. Year: 2025. Volume: 39 , Issue: 16 , Pages: 16418-16425 .
Authors: Dukkipati A.;Ayyagari R.S.;Dasgupta B.;Dutta P.;Onteru P.R.
DOI 10.1609/aaai.v39i16.33803

Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs

Open Access
Conference Paper
Proceedings of the AAAI Conference on Artificial Intelligence. Year: 2025. Volume: 39 , Issue: 16 , Pages: 16888-16896 .
Authors: Gracious T.;Gupta A.;Dukkipati A.
DOI 10.1609/aaai.v39i16.33856

Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks

Open Access
Conference Paper
Proceedings of the AAAI Conference on Artificial Intelligence. Year: 2025. Volume: 39 , Issue: 16 , Pages: 16897-16905 .
Authors: Gracious T.;Dukkipati A.
DOI 10.1609/aaai.v39i16.33857

Causal Feature Alignment: Learning to Ignore Spurious Background Features

Open Access
Conference Paper
Year: 2024. Pages: 4654-4662 .
Authors: Venkataramani R.;Dutta P.;Melapudi V.;Dukkipati A.
DOI 10.1109/WACV57701.2024.00460

Learning to Switch off, Switch on, and Integrate Modalities in Large Pre-trained Transformers

Open Access
Conference Paper
Year: 2024. Pages: 403-409 .
Authors: Duseja T.;Annervaz K.M.;Duggani J.;Zacharia S.;Free M.;Dukkipati A.
DOI 10.1109/MIPR62202.2024.00070

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.
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A Multi-Team Multi-Model Collaborative Covid-19 Forecasting Hub for India

Open Access
Conference Paper
Year: 2023. Pages: 994-1005 .
Authors: Adiga A.;Hurt B.;Kaur G.;Lewis B.;Marathe M.;Porebski P.;Venkatramanan S.;Dukkipati A.;Gracious T.;Gupta S.;Rathod N.;Sundaresan R.;Yasodharan S.;Bhimala K.R.;Mudkavi V.;Patra G.K.;Athreya S.
DOI 10.1109/WSC60868.2023.10407748

Risk-Averse Combinatorial Semi-Bandits

Open Access
Conference Paper
Year: 2023. Volume: 2023-June , Pages: 1472-1477 .
Authors: Ayyagari R.S.;Dukkipati A.
DOI 10.1109/ISIT54713.2023.10206452
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