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21 Publications
13 Journals
Saketha Nath J
Associate Professor
Department of Computer Science and Engineering
saketha@cse.iith.ac.in (Work)
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Publications - 21
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Publications (21)
Publications (21)
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Conferences
Statistical optimal transport posed as learning kernel mean embedding
Saketha Nath J
and
P. Jawanpuria
2020 | Neural information processing systems foundation
Conferences
Optimizing DNN Architectures for High Speed Autonomous Navigation in GPS Denied Environments on Edge Devices
P. Prakash
,
C. Murti
,
Saketha Nath J
and
C. Bhattacharyya
2019 | Springer Verlag
Conferences
Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data
Ayush Maheshwari
,
Vishwajeet Kumar
,
...
,
Saketha Nath J
(4 authors)
2018 | Association for Computational Linguistics (ACL)
Conferences
Privacy-preserving class ratio estimation
A. Iyer
,
Saketha Nath J
and
S. Sarawagi
2016 | Association for Computing Machinery
Articles
Generalized hierarchical kernel learning
P. Jawanpuria
,
Saketha Nath J
and
G. Ramakrishnan
2015 | Microtome Publishing
Conferences
Maximum mean discrepancy for class ratio estimation: Convergence bounds and kernel selection
A. Iyer
,
Saketha Nath J
and
S. Sarawagi
2014 | International Machine Learning Society (IMLS)
Conferences
On p-norm path following in multiple kernel learning for non-linear feature selection
P. Jawanpuria
,
M. Varma
and
Saketha Nath J
2014 | International Machine Learning Society (IMLS)
Conferences
Detecting turnarounds in sentiment analysis: Thwarting
A. Ramteke
,
A. Malu
,
...
,
Saketha Nath J
(4 authors)
2013 | Association for Computational Linguistics (ACL)
Articles
Robust formulations for clustering-based large-scale classification
Jagarlapudi S.N.
,
Ben-Tal A.
,
...
,
Saketha Nath J
(4 authors)
2013
Conferences
A convex feature learning formulation for latent task structure discovery
P. Jawanpuria
and
Saketha Nath J
2012
Articles
Chance constrained uncertain classification via robust optimization
A. Ben-Tal
,
S. Bhadra
,
...
,
Saketha Nath J
(4 authors)
2011
Articles
Variable sparsity kernel learning
J. Aflalo
,
A. Ben-Tal
,
...
,
Saketha Nath J
and
S. Raman
(5 authors)
2011
Conferences
Efficient rule ensemble learning using hierarchical kernels
P. Jawanpuria
,
Saketha Nath J
and
G. Ramakrishnan
2011
Conferences
Multi-task multiple kernel learning
P. Jawanpuria
and
Saketha Nath J
2011 | Society for Industrial and Applied Mathematics Publications
Conferences
Interval data classification under partial information: A chance-constraint approach
S. Bhadra
,
Saketha Nath J
,
...
,
C. Bhattacharyya
(4 authors)
2009
Articles
On the algorithmics and applications of a mixed-norm based kernel learning formulation
Saketha Nath J
,
G. Dinesh
,
...
,
K.R. Ramakrishnan
(6 authors)
2009 | Neural Information Processing Systems
Conferences
Focused crawling with scalable ordinal regression solvers
R. Babaria
,
Saketha Nath J
,
...
,
M.N. Murty
(6 authors)
2007
Conferences
Maximum margin classifiers with specified false positive and false negative error rates
Saketha Nath J
and
C. Bhattacharyya
2007 | Society for Industrial and Applied Mathematics Publications
Articles
An efficient clustering scheme using support vector methods
Saketha Nath J
and
S.K. Shevade
2006
Conferences
Clustering based large margin classification: A scalable approach using SOCP formulation
Saketha Nath J
,
C. Bhattacharyya
and
M.N. Murty
2006
Showing 1-20 of 21 results
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