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15 Publications
11 Journals
Harish Guruprasad Ramaswamy
Assistant Professor
Department of Computer Science and Engineering
hariguru@cse.iitm.ac.in (Work)
+91-44 2257 4385 (Work)
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Publications - 15
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Publications (15)
Network (4)
Publications (15)
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Journal
CH-PLIF in Horizontal Slab PMMA Laminar Flame
Thiruchengode M. Muruganandam
,
Shrivastava P.
and
Harish Guruprasad Ramaswamy
2021 | Springer Netherlands
Other
Convex calibrated surrogates for the multi-label f-measure
Harish Guruprasad Ramaswamy
,
Zhang M.
and
Agarwal S.
2020
Other
Ablation-CAM: Visual explanations for deep convolutional network via gradient-free localization
Harish Guruprasad Ramaswamy
and
Desai S.
2020 | Institute of Electrical and Electronics Engineers Inc.
Conferences
On knowledge distillation from complex networks for response prediction
Mitesh M. Khapra
,
Arora S.
and
Harish Guruprasad Ramaswamy
2019 | ACL Materials
Conferences
On controllable sparse alternatives to softmax
Mitesh M. Khapra
,
Laha A.
,
...
,
Harish Guruprasad Ramaswamy
(6 authors)
2018 | Neural information processing systems foundation
Journal
Consistent algorithms for multiclass classification with an abstain option
Harish Guruprasad Ramaswamy
,
Tewari A.
and
Agarwal S.
2018 | Project Euclid
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Other
Optimizing the multiclass F-measure via biconcave programming
Harish Guruprasad Ramaswamy
,
Pan W.
,
...
,
Arul Prakash Karaiyan
(5 authors)
2017 | Institute of Electrical and Electronics Engineers Inc.
Other
Mixture proportion estimation via kernel embedding of distributions
Harish Guruprasad Ramaswamy
,
Scott C.
and
Tewari A.
2016 | International Machine Learning Society (IMLS)
Journal
Convex calibration dimension for multiclass loss matrices
Harish Guruprasad Ramaswamy
and
Agarwal S.
2016
Other
Consistent multiclass algorithms for complex performance measures
Harish Guruprasad Ramaswamy
,
Narasimhan H.
,
...
,
Agarwal S.
(4 authors)
2015 | International Machine Learning Society (IMLS)
Other
Convex calibrated surrogates for hierarchical classification
Harish Guruprasad Ramaswamy
,
Tewari A.
and
Agarwal S.
2015 | International Machine Learning Society (IMLS)
Journal
On the consistency of output code based learning algorithms for multiclass learning problems
Harish Guruprasad Ramaswamy
,
Babu B.S.
,
...
,
Williamson R.C.
(4 authors)
2014 | Microtome Publishing
Other
Convex calibrated surrogates for low-rank loss matrices with applications to subset ranking losses
Harish Guruprasad Ramaswamy
,
Agarwal S.
and
Tewari A.
2013 | Neural information processing systems foundation
Other
Classification calibration dimension for general multiclass losses
Harish Guruprasad Ramaswamy
and
Agarwal S.
2012
Other
Influence of contact profile on fretting crack nucleation in a titanium alloy
Haradanahalli S. N. Murthy
,
Harish Guruprasad Ramaswamy
and
Farris T.N.
2000 | AIAA, Reston
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