Bala Rajaratnam
According to our database1,
Bala Rajaratnam
authored at least 29 papers
between 2006 and 2023.
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Bibliography
2023
IEEE Trans. Inf. Theory, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2019
A scalable sparse Cholesky based approach for learning high-dimensional covariance matrices in ordered data.
Mach. Learn., 2019
2017
IEEE Trans. Inf. Theory, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Foundational Principles for Large-Scale Inference: Illustrations Through Correlation Mining.
Proc. IEEE, 2016
Comput. Stat., 2016
Proceedings of the Big Data over Networks, 2016
2015
Two-stage Sampling, Prediction and Adaptive Regression via Correlation Screening (SPARCS).
CoRR, 2015
2014
Detecting the impact area of BP deepwater horizon oil discharge: an analysis by time varying coefficient logistic models and boosted trees.
Comput. Stat., 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
2013
Comput. Stat. Data Anal., 2013
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
2012
SIAM J. Matrix Anal. Appl., 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
2011
A local dependence measure and its application to screening for high correlations in large data sets.
Proceedings of the 14th International Conference on Information Fusion, 2011
Proceedings of the First International Conference on Data Compression, 2011
2010
Comput. Stat. Data Anal., 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006