Balamurugan Palaniappan

According to our database, Balamurugan Palaniappan authored at least 14 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning Sparse Graphs for Functional Regression using Graph-induced Operator-valued Kernels.

Akash Saha, Balamurugan Palaniappan

Trans. Mach. Learn. Res., 2024

2020

Learning with Operator-valued Kernels in Reproducing Kernel Krein Spaces.

Akash Saha, Balamurugan Palaniappan

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Modeling Label Interactions in Multi-label Classification: A Multi-structure SVM Perspective.

Anusha Kasinikota, Balamurugan Palaniappan, Shirish K. Shevade

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

2017

Robust Discriminative Clustering with Sparse Regularizers.

Nicolas Flammarion, Balamurugan Palaniappan, Francis R. Bach

J. Mach. Learn. Res., 2017

2016

ADMM for Training Sparse Structural SVMs with Augmented <i>ℓ</i>₁ Regularizers.

Balamurugan Palaniappan, Anusha Posinasetty, Shirish K. Shevade

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Gaussian Process Pseudo-Likelihood Models for Sequence Labeling.

P. K. Srijith, Balamurugan Palaniappan, Shirish K. Shevade

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Stochastic Variance Reduction Methods for Saddle-Point Problems.

Balamurugan Palaniappan, Francis R. Bach

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

A Simple Label Switching Algorithm for Semisupervised Structural SVMs.

Balamurugan Palaniappan, Shirish K. Shevade, S. Sundararajan

Neural Comput., 2015

2014

Scalable sequential alternating proximal methods for sparse structural SVMs and CRFs.

Balamurugan Palaniappan, Shirish K. Shevade, T. Ravindra Babu

Knowl. Inf. Syst., 2014

2013

An Empirical Evaluation of Sequence-Tagging Trainers.

Balamurugan Palaniappan, Shirish K. Shevade, S. Sundararajan, S. Sathiya Keerthi

CoRR, 2013

Large Margin Semi-supervised Structured Output Learning.

Balamurugan Palaniappan, Shirish K. Shevade, Sundararajan Sellamanickam

CoRR, 2013

Large-Scale Elastic Net Regularized Linear Classification SVMs and Logistic Regression.

Balamurugan Palaniappan

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Efficient algorithms for linear summed error structural SVMs.

Balamurugan Palaniappan, Shirish K. Shevade, T. Ravindra Babu

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

A Sequential Dual Method for Structural SVMs.

Shirish K. Shevade, Balamurugan Palaniappan, S. Sundararajan, S. Sathiya Keerthi

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011