Aleksandr Aravkin
Title
Cited by
Cited by
Year
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
2032013
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
1812015
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
1662011
Global burden of 87 risk factors in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019
CJL Murray, AY Aravkin, P Zheng, C Abbafati, KM Abbas, ...
The Lancet 396 (10258), 1223-1249, 2020
1242020
Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019
T Vos, SS Lim, C Abbafati, KM Abbas, M Abbasi, M Abbasifard, ...
The Lancet 396 (10258), 1204-1222, 2020
1122020
Fast randomized full-waveform inversion with compressive sensing
X Li, AY Aravkin, T van Leeuwen, FJ Herrmann
Geophysics 77 (3), A13-A17, 2012
872012
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
86*2014
An-Laplace Robust Kalman Smoother
AY Aravkin, BM Bell, JV Burke, G Pillonetto
IEEE Transactions on Automatic Control 56 (12), 2898-2911, 2011
832011
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
802014
Five insights from the global burden of disease study 2019
CJL Murray, C Abbafati, KM Abbas, M Abbasi, M Abbasi-Kangevari, ...
The Lancet 396 (10258), 1135-1159, 2020
762020
Global age-sex-specific fertility, mortality, healthy life expectancy (HALE), and population estimates in 204 countries and territories, 1950–2019: a comprehensive demographic …
H Wang, KM Abbas, M Abbasifard, M Abbasi-Kangevari, H Abbastabar, ...
The Lancet 396 (10258), 1160-1203, 2020
742020
Dual smoothing and value function techniques for variational matrix decomposition
A Aravkin, S Becker, T Bouwmans, NS Aybat, E Zahzah
Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in …, 2016
74*2016
Estimating nuisance parameters in inverse problems
AY Aravkin, T Van Leeuwen
Inverse Problems 28 (11), 115016, 2012
742012
Seismic waveform inversion by stochastic optimization
T van Leeuwen, AY Aravkin, FJ Herrmann
International Journal of Geophysics 2011, 2011
71*2011
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
662015
Robust inversion, dimensionality reduction, and randomized sampling
A Aravkin, MP Friedlander, FJ Herrmann, T van Leeuwen
Mathematical Programming 134 (1), 101-125, 2012
662012
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
65*2018
A variational approach to stable principal component pursuit
A Aravkin, S Becker, V Cevher, P Olsen
arXiv preprint arXiv:1406.1089, 2014
632014
Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory.
AY Aravkin, JV Burke, G Pillonetto
Journal of Machine Learning Research 14, 2013
622013
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
532014
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Articles 1–20