Aleksandr Aravkin
TitleCited byYear
Improvements to deep convolutional neural networks for LVCSR
TN Sainath, B Kingsbury, A Mohamed, GE Dahl, G Saon, H Soltau, ...
2013 IEEE workshop on automatic speech recognition and understanding, 315-320, 2013
Risk factors for neurotoxicity in newborns with severe neonatal hyperbilirubinemia
R Gamaleldin, I Iskander, I Seoud, H Aboraya, A Aravkin, PD Sampson, ...
Pediatrics 128 (4), e925-e931, 2011
Adaptive as-natural-as-possible image stitching
CC Lin, SU Pankanti, K Natesan Ramamurthy, AY Aravkin
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
Fast randomized full-waveform inversion with compressive sensing
X Li, AY Aravkin, T van Leeuwen, FJ Herrmann
Geophysics 77 (3), A13-A17, 2012
An-Laplace Robust Kalman Smoother
AY Aravkin, BM Bell, JV Burke, G Pillonetto
IEEE Transactions on Automatic Control 56 (12), 2898-2911, 2011
Serum bilirubin and bilirubin/albumin ratio as predictors of bilirubin encephalopathy
I Iskander, R Gamaleldin, S El Houchi, A El Shenawy, I Seoud, ...
Pediatrics 134 (5), e1330-e1339, 2014
Estimating nuisance parameters in inverse problems
AY Aravkin, T Van Leeuwen
Inverse Problems 28 (11), 115016, 2012
Fast methods for denoising matrix completion formulations, with applications to robust seismic data interpolation
A Aravkin, R Kumar, H Mansour, B Recht, FJ Herrmann
SIAM Journal on Scientific Computing 36 (5), S237-S266, 2014
Seismic waveform inversion by stochastic optimization
T van Leeuwen, AY Aravkin, FJ Herrmann
International Journal of Geophysics 2011, 2011
Handbook of robust low-rank and sparse matrix decomposition: Applications in image and video processing
T Bouwmans, NS Aybat, E Zahzah
Chapman and Hall/CRC, 2016
Robust inversion, dimensionality reduction, and randomized sampling
A Aravkin, MP Friedlander, FJ Herrmann, T van Leeuwen
Mathematical Programming 134 (1), 101-125, 2012
A variational approach to stable principal component pursuit
A Aravkin, S Becker, V Cevher, P Olsen
arXiv preprint arXiv:1406.1089, 2014
Sparse/robust estimation and kalman smoothing with nonsmooth log-concave densities: Modeling, computation, and theory
AY Aravkin, JV Burke, G Pillonetto
The Journal of Machine Learning Research 14 (1), 2689-2728, 2013
Efficient matrix completion for seismic data reconstruction
R Kumar, C Da Silva, O Akalin, AY Aravkin, H Mansour, B Recht, ...
Geophysics 80 (5), V97-V114, 2015
Positron Emission Mammography: Correlation of Estrogen Receptor, Progesterone Receptor, and Human Epidermal Growth Factor Receptor 2 Status and 18F-FDG
JDB Carolyn L. Wang, Lawrence R. MacDonald, James V
American Journal of Roentgenology 197 (2), W247-W255, 2011
Convex vs non-convex estimators for regression and sparse estimation: the mean squared error properties of ARD and GLasso
A Aravkin, JV Burke, A Chiuso, G Pillonetto
The Journal of Machine Learning Research 15 (1), 217-252, 2014
Total variation regularization strategies in full-waveform inversion
E Esser, L Guasch, T van Leeuwen, AY Aravkin, FJ Herrmann
SIAM Journal on Imaging Sciences 11 (1), 376-406, 2018
Aletheia: Improving the usability of static security analysis
O Tripp, S Guarnieri, M Pistoia, A Aravkin
Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications …, 2014
Level-set methods for convex optimization
AY Aravkin, JV Burke, D Drusvyatskiy, MP Friedlander, S Roy
Mathematical Programming 174 (1-2), 359-390, 2019
Optimization viewpoint on Kalman smoothing with applications to robust and sparse estimation
AY Aravkin, JV Burke, G Pillonetto
Compressed sensing & sparse filtering, 237-280, 2014
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