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
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
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 (ISCAS), 1336-1339, 2008
How to fake multiply by a Gaussian matrix
M Kapralov, V Potluru, D Woodruff
International Conference on Machine Learning, 2101-2110, 2016
Block coordinate descent for sparse NMF
VK Potluru, SM Plis, JL Roux, BA Pearlmutter, VD Calhoun, TP Hayes
arXiv preprint arXiv:1301.3527, 2013
Goal recognition via model-based and model-free techniques
D Borrajo, S Gopalakrishnan, VK Potluru
arXiv preprint arXiv:2011.01832, 2020
Conservative Exploration using Interleaving
S Katariya, B Kveton, Z Wen, VK Potluru
22nd International Conference on Artificial Intelligence and Statistics, 16 …, 2018
Sparse shift-invariant NMF
VK Potluru, SM Plis, VD Calhoun
2008 IEEE Southwest Symposium on Image Analysis and Interpretation, 69-72, 2008
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
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
Explicit group sparse projection with applications to deep learning and NMF
R Ohib, N Gillis, N Dalmasso, S Shah, VK Potluru, S Plis
arXiv preprint arXiv:1912.03896, 2019
CometCloudCare (c3): distributed machine learning platform-as-a-service with privacy preservation
VK Potluru, J Diaz-Montes, AD Sarwate, SM Plis, VD Calhoun, ...
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
Graph belief propagation networks
J Jia, C Baykal, VK Potluru, AR Benson
arXiv preprint arXiv:2106.03033, 2021
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, 351-359, 2011
Frugal coordinate descent for large-scale NNLS
V Potluru
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 2451-2452, 2012
Downstream task-oriented generative model selections on synthetic data training for fraud detection models
Y Cheng, CH Wang, VK Potluru, T Balch, G Cheng
arXiv preprint arXiv:2401.00974, 2024
Synthetic data applications in finance
VK Potluru, D Borrajo, A Coletta, N Dalmasso, Y El-Laham, E Fons, ...
arXiv preprint arXiv:2401.00081, 2023
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