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Prof Ambedkar Dukkipati

vidwan id: 66067
Male

Professor, Computer Science and Automation
Indian Institute of Science Bangalore

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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Scholarly Work

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Scholarly Publications

Active Reinforcement Learning Strategies for Offline Policy Improvement

Open Access
Conference Paper

Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs

Open Access
Conference Paper

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

Open Access
Conference Paper

Causal Feature Alignment: Learning to Ignore Spurious Background Features

Open Access
Conference Paper
Authors: Venkataramani R.;Dutta P.;Melapudi V.;Dukkipati A.

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

Open Access
Conference Paper
Authors: Duseja T.;Annervaz K.M.;Duggani J.;Zacharia S.;Free M.;Dukkipati A.

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

Open Access
Conference Paper
Authors: Dutta P.;Mayilvaghanan K.;Sinha P.;Dukkipati A.
1

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

Open Access
Conference Paper
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.

Risk-Averse Combinatorial Semi-Bandits

Open Access
Conference Paper