Balamurugan Palaniappan

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 10

Top Topics

Structural Svms

Top Venues

Publications

Akash Saha, Balamurugan Palaniappan
Learning Sparse Graphs for Functional Regression using Graph-induced Operator-valued Kernels. Trans. Mach. Learn. Res. 2024 (2024)
Akash Saha, Balamurugan Palaniappan
Learning with Operator-valued Kernels in Reproducing Kernel Krein Spaces. NeurIPS (2020)
Anusha Kasinikota, Balamurugan Palaniappan, Shirish K. Shevade
Modeling Label Interactions in Multi-label Classification: A Multi-structure SVM Perspective. PAKDD (1) (2018)
Nicolas Flammarion, Balamurugan Palaniappan, Francis R. Bach
Robust Discriminative Clustering with Sparse Regularizers. J. Mach. Learn. Res. 18 (2017)
Balamurugan Palaniappan, Francis R. Bach
Stochastic Variance Reduction Methods for Saddle-Point Problems. NIPS (2016)
Balamurugan Palaniappan, Francis R. Bach
Stochastic Variance Reduction Methods for Saddle-Point Problems. CoRR (2016)
Balamurugan Palaniappan, Anusha Posinasetty, Shirish K. Shevade
Regularizers. SDM (2016)
P. K. Srijith, Balamurugan Palaniappan, Shirish K. Shevade
Gaussian Process Pseudo-Likelihood Models for Sequence Labeling. ECML/PKDD (1) (2016)
Nicolas Flammarion, Balamurugan Palaniappan, Francis R. Bach
Robust Discriminative Clustering with Sparse Regularizers. CoRR (2016)
Balamurugan Palaniappan, Shirish K. Shevade, S. Sundararajan
A Simple Label Switching Algorithm for Semisupervised Structural SVMs. Neural Comput. 27 (10) (2015)
Balamurugan Palaniappan, Shirish K. Shevade, T. Ravindra Babu
Scalable sequential alternating proximal methods for sparse structural SVMs and CRFs. Knowl. Inf. Syst. 38 (3) (2014)
Balamurugan Palaniappan, Shirish K. Shevade, Sundararajan Sellamanickam
Large Margin Semi-supervised Structured Output Learning. CoRR (2013)
Balamurugan Palaniappan, Shirish K. Shevade, S. Sundararajan, S. Sathiya Keerthi
An Empirical Evaluation of Sequence-Tagging Trainers. CoRR (2013)
Balamurugan Palaniappan
Large-Scale Elastic Net Regularized Linear Classification SVMs and Logistic Regression. ICDM (2013)
Balamurugan Palaniappan, Shirish K. Shevade, T. Ravindra Babu
Efficient algorithms for linear summed error structural SVMs. IJCNN (2012)
Shirish K. Shevade, Balamurugan Palaniappan, S. Sundararajan, S. Sathiya Keerthi
A Sequential Dual Method for Structural SVMs. SDM (2011)