Ministry of Education
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Dr Harish Guruprasad Ramaswamy

vidwan id: 67709
Male

Assistant Professor, Department of Computer Science and Engineering
Indian Institute of Technology Madras

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Expertise

  • Computer Science Interdisciplinary SCI

Publications

Total Articles 19
Books 0
Proceedings 0

Publications

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Scopus

Citations 704
h-index 11

CrossRef

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Citations 104
h-index 2
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Bio

Machine Learning, Learning Theory and Optimisation.

Personal Details

  • Male
  • Assistant Professor , Indian Institute of Technology Madras
  • Indian Institute of Technology Madras, Chennai, Tamil Nadu, India
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Assistant Professor Oct 2017 – Present
Indian Institute of Technology Madras | Department of Computer Science and Engineering

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Co-Authors (4)

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Dr Chandrashekar Lakshminarayanan

Indian Institute of Technology Madras

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Scholarly Work

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Scholarly Publications

DEEP NETWORKS LEARN FEATURES FROM LOCAL DISCONTINUITIES IN THE LABEL FUNCTION

Open Access
Conference Paper
Year: 2025. Pages: 8946-8968 .
Authors: Banerjee P.;Ramaswamy H.G.;Lorik Y.M.;Lakshminarayanan C.

Graph Classification with GNNs: Optimisation, Representation & Inductive Bias

Open Access
Conference Paper
Year: 2024. Volume: 392 , Pages: 2082-2089 .
Authors: Kumar P.K.;Ramaswamy H.G.
DOI 10.3233/FAIA240726

On the Learning Dynamics of Attention Networks

Open Access
Conference Paper
Year: 2023. Volume: 372 , Pages: 2394-2401 .
Authors: Vashisht R.;Ramaswamy H.G.
DOI 10.3233/FAIA230541

On the Interpretability of Attention Networks

Open Access
Conference Paper
Year: 2022. Volume: 189 , Pages: 832-847 .
Authors: Pandey L.N.;Vashisht R.;Ramaswamy H.G.
2

Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets

Open Access
Conference Paper
Year: 2022. Volume: 167 , Pages: 827-880 .
Authors: Morwani D.;Ramaswamy H.G.
4

Consistent plug-in classifiers for complex objectives and constraints

Open Access
Conference Paper
Year: 2020. Volume: 2020-December .
Authors: Tavker S.K.;Ramaswamy H.G.;Narasimhan H.
4

Ablation-CAM: Visual explanations for deep convolutional network via gradient-free localization

Open Access
Conference Paper
Year: 2020. Pages: 972-980 .
Authors: Desai S.;Ramaswamy H.G.
DOI 10.1109/WACV45572.2020.9093360
94 376

Convex calibrated surrogates for the multi-label f-measure

Open Access
Conference Paper
Year: 2020. Volume: PartF168147-15 , Pages: 11182-11191 .
Authors: Zhang M.;Ramaswamy H.G.;Agarwal S.
4