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ORCIDBalamurugan Palaniappan
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2020 – today
- 2024
[j4]Akash Saha, Balamurugan Palaniappan:
Learning Sparse Graphs for Functional Regression using Graph-induced Operator-valued Kernels. Trans. Mach. Learn. Res. 2024 (2024)- 2020
- [c8]Akash Saha, Balamurugan Palaniappan:
Learning with Operator-valued Kernels in Reproducing Kernel Krein Spaces. NeurIPS 2020
2010 – 2019
- 2018
- [c7]Anusha Kasinikota, Balamurugan Palaniappan, Shirish K. Shevade:
Modeling Label Interactions in Multi-label Classification: A Multi-structure SVM Perspective. PAKDD (1) 2018: 43-55 - 2017
- [j3]Nicolas Flammarion, Balamurugan Palaniappan, Francis R. Bach:
Robust Discriminative Clustering with Sparse Regularizers. J. Mach. Learn. Res. 18: 80:1-80:50 (2017) - 2016
- [c6]Balamurugan Palaniappan, Francis R. Bach:
Stochastic Variance Reduction Methods for Saddle-Point Problems. NIPS 2016: 1408-1416 - [c5]P. K. Srijith
, Balamurugan Palaniappan, Shirish K. Shevade:
Gaussian Process Pseudo-Likelihood Models for Sequence Labeling. ECML/PKDD (1) 2016: 215-231 - [c4]Balamurugan Palaniappan, Anusha Posinasetty, Shirish K. Shevade:
ADMM for Training Sparse Structural SVMs with Augmented ℓ1 Regularizers. SDM 2016: 684-692 - [i4]Balamurugan Palaniappan, Francis R. Bach:
Stochastic Variance Reduction Methods for Saddle-Point Problems. CoRR abs/1605.06398 (2016) - [i3]Nicolas Flammarion, Balamurugan Palaniappan, Francis R. Bach:
Robust Discriminative Clustering with Sparse Regularizers. CoRR abs/1608.08052 (2016) - 2015
- [j2]Balamurugan Palaniappan, Shirish K. Shevade, S. Sundararajan:
A Simple Label Switching Algorithm for Semisupervised Structural SVMs. Neural Comput. 27(10): 2183-2206 (2015) - 2014
- [j1]Balamurugan Palaniappan, Shirish K. Shevade, T. Ravindra Babu:
Scalable sequential alternating proximal methods for sparse structural SVMs and CRFs. Knowl. Inf. Syst. 38(3): 599-621 (2014) - 2013
- [c3]Balamurugan Palaniappan:
Large-Scale Elastic Net Regularized Linear Classification SVMs and Logistic Regression. ICDM 2013: 949-954 - [i2]Balamurugan Palaniappan, Shirish K. Shevade, Sundararajan Sellamanickam:
Large Margin Semi-supervised Structured Output Learning. CoRR abs/1311.2139 (2013) - [i1]Balamurugan Palaniappan, Shirish K. Shevade, S. Sundararajan, S. Sathiya Keerthi:
An Empirical Evaluation of Sequence-Tagging Trainers. CoRR abs/1311.2378 (2013) - 2012
- [c2]Balamurugan Palaniappan, Shirish K. Shevade, T. Ravindra Babu:
Efficient algorithms for linear summed error structural SVMs. IJCNN 2012: 1-8 - 2011
- [c1]Shirish K. Shevade, Balamurugan Palaniappan, S. Sundararajan, S. Sathiya Keerthi:
A Sequential Dual Method for Structural SVMs. SDM 2011: 223-234
Coauthor Index
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