Vamsi Krishna Potluru
Vamsi Krishna Potluru
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Independent component analysis for brain fMRI does indeed select for maximal independence
VD Calhoun, VK Potluru, R Phlypo, RF Silva, BA Pearlmutter, A Caprihan, ...
PloS one 8 (8), e73309, 2013
The tenth annual MLSP competition: schizophrenia classification challenge
RF Silva, E Castro, CN Gupta, M Cetin, M Arbabshirani, VK Potluru, ...
2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014
Sparse separation: Principles and tricks
BA Pearlmutter, VK Potluru
Independent Component Analyses, Wavelets, and Neural Networks 5102, 1-4, 2003
Group learning using contrast NMF: Application to functional and structural MRI of schizophrenia
VK Potluru, VD Calhoun
2008 IEEE International Symposium on Circuits and Systems, 1336-1339, 2008
High-order interactions observed in multi-task intrinsic networks are dominant indicators of aberrant brain function in schizophrenia
SM Plis, J Sui, T Lane, S Roy, VP Clark, VK Potluru, RJ Huster, A Michael, ...
Neuroimage 102, 35-48, 2014
Block coordinate descent for sparse NMF
VK Potluru, SM Plis, JL Roux, BA Pearlmutter, VD Calhoun, TP Hayes
arXiv preprint arXiv:1301.3527, 2013
How to fake multiply by a Gaussian matrix
M Kapralov, V Potluru, D Woodruff
International Conference on Machine Learning, 2101-2110, 2016
Sparse shift-invariant NMF
VK Potluru, SM Plis, VD Calhoun
2008 IEEE Southwest Symposium on Image Analysis and Interpretation, 69-72, 2008
Driver prediction to improve interaction with in-vehicle HMI
B Harsham, S Watanabe, A Esenther, J Hershey, J Le Roux, Y Luan, ...
Proc. workshop on digital signal processing for in-vehicle systems (dsp), 2015
Efficient multiplicative updates for support vector machines
VK Potluru, SM Plis, M Mørup, VD Calhoun, T Lane
Proceedings of the 2009 SIAM International Conference on Data Mining, 1220-1231, 2009
CometCloudCare (C3): Distributed machine learning platform-as-a-service with privacy preservation
VK Potluru, J Diaz-Montes, AD Sarwate, SM Plis, VD Calhoun, ...
Frugal coordinate descent for large-scale NNLS
V Potluru
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 2012
Method and system for detecting events in an acoustic signal subject to cyclo-stationary noise
JR Hershey, VK Potluru, J Le Roux
US Patent 9,477,895, 2016
Correlated noise: How it breaks NMF, and what to do about it
SM Plis, VK Potluru, T Lane, VD Calhoun
Journal of signal processing systems 65 (3), 351-359, 2011
Sparseness and a reduction from totally nonnegative least squares to svm
VK Potluru, SM Plis, S Luan, VD Calhoun, TP Hayes
The 2011 International Joint Conference on Neural Networks, 1922-1929, 2011
Conservative Exploration using Interleaving
S Katariya, B Kveton, Z Wen, VK Potluru
22nd International Conference on Artificial Intelligence and Statistics, 16 …, 2018
Automatic Differentiation of Sketched Regression
H Liao, BA Pearlmutter, VK Potluru, DP Woodruff
23rd International Conference on Artificial Intelligence and Statistics, 2020
Grouped sparse projection
N Gillis, R Ohib, S Plis, V Potluru
arXiv preprint arXiv:1912.03896, 2019
Understanding and Exploiting the Connections between NMF and SVM
VK Potluru
2011 IEEE 11th International Conference on Data Mining Workshops, 1207-1210, 2011
Coordinate Descent for mixed-norm NMF
VK Potluru, J Le Roux, BA Pearlmutter, JR Hershey, ME Brand
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