J. Saketha Nath

Publication Activity (10 Years)

Years Active: 2005-2020
Publications (10 Years): 5

Top Topics

Sentiment Analysis

Multiple Kernel

Class Separability

Top Venues

Publications

J. Saketha Nath, Pratik Jawanpuria
Statistical Optimal Transport posed as Learning Kernel Embedding. CoRR (2020)
J. Saketha Nath
Unbalanced Optimal Transport using Integral Probability Metric Regularization. CoRR (2020)
Prafull Prakash, Chaitanya Murti, J. Saketha Nath, Chiranjib Bhattacharyya
Optimizing DNN Architectures for High Speed Autonomous Navigation in GPS Denied Environments on Edge Devices. PRICAI (2) (2019)
Ayush Maheshwari, Vishwajeet Kumar, Ganesh Ramakrishnan, J. Saketha Nath
Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data. NAACL-HLT (Demonstrations) (2018)
Arun Shankar Iyer, J. Saketha Nath, Sunita Sarawagi
Privacy-preserving Class Ratio Estimation. KDD (2016)
Pratik Jawanpuria, Manik Varma, J. Saketha Nath
On p-norm Path Following in Multiple Kernel Learning for Non-linear Feature Selection. ICML (2014)
Arun Shankar Iyer, J. Saketha Nath, Sunita Sarawagi
Maximum Mean Discrepancy for Class Ratio Estimation: Convergence Bounds and Kernel Selection. ICML (2014)
Ankit Ramteke, Akshat Malu, Pushpak Bhattacharyya, J. Saketha Nath
Detecting Turnarounds in Sentiment Analysis: Thwarting. ACL (2) (2013)
Pratik Jawanpuria, J. Saketha Nath
A Convex Feature Learning Formulation for Latent Task Structure Discovery CoRR (2012)
Pratik Jawanpuria, J. Saketha Nath
A Convex Feature Learning Formulation for Latent Task Structure Discovery. ICML (2012)
Aharon Ben-Tal, Sahely Bhadra, Chiranjib Bhattacharyya, J. Saketha Nath
Chance constrained uncertain classification via robust optimization. Math. Program. 127 (1) (2011)
Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya
Interval Data Classification under Partial Information: A Chance-Constraint Approach. PAKDD (2009)
J. Saketha Nath, Chiranjib Bhattacharyya
Maximum Margin Classifiers with Specified False Positive and False Negative Error Rates. SDM (2007)
Rashmin Babaria, J. Saketha Nath, S. Krishnan, K. R. Sivaramakrishnan, Chiranjib Bhattacharyya, M. Narasimha Murty
Focused crawling with scalable ordinal regression solvers. ICML (2007)
J. Saketha Nath, Chiranjib Bhattacharyya, M. Narasimha Murty
Clustering based large margin classification: a scalable approach using SOCP formulation. KDD (2006)
J. Saketha Nath, Shirish K. Shevade
An efficient clustering scheme using support vector methods. Pattern Recognit. 39 (8) (2006)
J. Saketha Nath, Shirish K. Shevade
An Efficient Clustering Scheme using Support Vector Methods. IICAI (2005)