Dr Harish Guruprasad Ramaswamy
Assistant Professor
| Department of Computer Science and Engineering
Indian Institute of Technology, Madras
Tamil Nadu
Expertise:
Computer Science Interdisciplinary SCI
23
Publications
0
Projects
862
Scopus Citations
261
CrossRef
8 Years 11 Months Total Experience
Scopus
862
Citations
12
h-index
CrossRef
261
Citations
4
h-index
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Professional Recognition
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Personal Details
Doctor of Philosophy
N/A
Assistant Professor
Oct 2017 – Present
Indian Institute of Technology, Madras
| Department of Computer Science and Engineering
Engineering and Technology
Scholarly Work
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Scholarly Publications
On the consistency of output code based learning algorithms for multiclass learning problems
Scopus: 12
Optimizing the multiclass F-measure via biconcave programming
On controllable sparse alternatives to softmax
Scopus: 49
Consistent algorithms for multiclass classification with an abstain option
Open AccessOn knowledge distillation from complex networks for response prediction
Open AccessConsistent plug-in classifiers for complex objectives and constraints
Scopus: 7
Convex calibrated surrogates for the multi-label f-measure
Scopus: 7
Ablation-CAM: Visual explanations for deep convolutional network via gradient-free localization
Showing 1 to 8 of 23 publications