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ORCIDKumar Sricharan
- > Home > Persons > Kumar Sricharan
Publications
- 2021
[j9]Kevin R. Moon
, Kumar Sricharan, Alfred O. Hero III:
Ensemble Estimation of Generalized Mutual Information With Applications to Genomics. IEEE Trans. Inf. Theory 67(9): 5963-5996 (2021)- 2018
- [j8]Kevin R. Moon, Kumar Sricharan, Kristjan H. Greenewald, Alfred O. Hero III:
Ensemble Estimation of Information Divergence †. Entropy 20(8): 560 (2018) - [j7]Elizabeth Hou, Kumar Sricharan, Alfred O. Hero III:
Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies. IEEE Trans. Inf. Forensics Secur. 13(6): 1446-1459 (2018) - 2017
- [c12]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble estimation of mutual information. ISIT 2017: 3030-3034 - [i7]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble Estimation of Mutual Information. CoRR abs/1701.08083 (2017) - [i6]Elizabeth Hou, Kumar Sricharan, Alfred O. Hero III:
Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies. CoRR abs/1702.05148 (2017) - [i5]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble Estimation of Distributional Functionals via $k$-Nearest Neighbors. CoRR abs/1707.03083 (2017) - 2016
- [c10]Kevin R. Moon, Kumar Sricharan, Kristjan H. Greenewald, Alfred O. Hero III:
Improving convergence of divergence functional ensemble estimators. ISIT 2016: 1133-1137 - [i1]Kevin R. Moon, Kumar Sricharan, Kristjan H. Greenewald, Alfred O. Hero III:
Improving Convergence of Divergence Functional Ensemble Estimators. CoRR abs/1601.06884 (2016) - 2013
- [j2]Kumar Sricharan, Dennis L. Wei, Alfred O. Hero III:
Ensemble Estimators for Multivariate Entropy Estimation. IEEE Trans. Inf. Theory 59(7): 4374-4388 (2013) - 2012
- [j1]Kumar Sricharan, Raviv Raich, Alfred O. Hero III:
Estimation of Nonlinear Functionals of Densities With Confidence. IEEE Trans. Inf. Theory 58(7): 4135-4159 (2012) - [c5]Kumar Sricharan, Alfred O. Hero III:
Ensemble weighted kernel estimators for multivariate entropy estimation. NIPS 2012: 575-583 - 2011
- [c4]Kumar Sricharan, Alfred O. Hero III, Bala Rajaratnam:
A local dependence measure and its application to screening for high correlations in large data sets. FUSION 2011: 1-8 - [c3]Kumar Sricharan, Raviv Raich, Alfred O. Hero III:
k-nearest neighbor estimation of entropies with confidence. ISIT 2011: 1205-1209 - [c2]Kumar Sricharan, Alfred O. Hero III:
Efficient anomaly detection using bipartite k-NN graphs. NIPS 2011: 478-486 - 2010
- [c1]Kumar Sricharan, Raviv Raich, Alfred O. Hero III:
Optimized intrinsic dimension estimator using nearest neighbor graphs. ICASSP 2010: 5418-5421
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