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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

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

On knowledge distillation from complex networks for response prediction

Open Access
Conference Paper
Authors: Arora S.;Khapra M.M.;Ramaswamy H.G.

On controllable sparse alternatives to softmax

Open Access
Conference Paper
Authors: Laha A.;Chemmengath S.A.;Agrawal P.;Khapra M.M.;Sankaranarayanan K.;Ramaswamy H.G.
39

Consistent algorithms for multiclass classification with an abstain option

Open Access
Article

Mixture proportion estimation via kernel embedding of distributions

Open Access
Conference Paper
Authors: Ramaswamy H.;Scott C.;Tewari A.
34

Optimizing the multiclass F-measure via biconcave programming

Open Access
Conference Paper
Authors: Pan W.;Narasimhan H.;Protopapas P.;Kar P.;Ramaswamy H.G.

Convex calibration dimension for multiclass loss matrices

Open Access
Article
Authors: Ramaswamy H.G.;Agarwal S.
30

Convex calibrated surrogates for hierarchical classification

Open Access
Conference Paper
Authors: Ramaswamy H.G.;Tewari A.;Agarwal S.
9

Consistent multiclass algorithms for complex performance measures

Open Access
Conference Paper
Authors: Narasimhan H.;Ramaswamy H.G.;Saha A.;Agarwal S.
50