Tom Goldstein
Tom Goldstein
Assistant Professor of Computer Science, University of Maryland
Verified email at cs.umd.edu - Homepage
TitleCited byYear
The split Bregman method for L1-regularized problems
T Goldstein, S Osher
SIAM journal on imaging sciences 2 (2), 323-343, 2009
38972009
Fast alternating direction optimization methods
T Goldstein, B O'Donoghue, S Setzer, R Baraniuk
SIAM Journal on Imaging Sciences 7 (3), 1588-1623, 2014
5192014
Geometric applications of the split Bregman method: segmentation and surface reconstruction
T Goldstein, X Bresson, S Osher
Journal of Scientific Computing 45 (1-3), 272-293, 2010
5152010
Visualizing the loss landscape of neural nets
H Li, Z Xu, G Taylor, C Studer, T Goldstein
Advances in Neural Information Processing Systems, 6389-6399, 2018
2572018
PhaseMax: Convex Phase Retrieval via Basis Pursuit
T Goldstein, C Studer
IEEE Transactions on Information Theory, 2018
1312018
Training neural networks without gradients: A scalable admm approach
G Taylor, R Burmeister, Z Xu, B Singh, A Patel, T Goldstein
International conference on machine learning, 2722-2731, 2016
1302016
Quantized precoding for massive MU-MIMO
S Jacobsson, G Durisi, M Coldrey, T Goldstein, C Studer
IEEE Transactions on Communications 65 (11), 4670-4684, 2017
1242017
A field guide to forward-backward splitting with a FASTA implementation
T Goldstein, C Studer, R Baraniuk
arXiv preprint arXiv:1411.3406, 2014
110*2014
Adaptive primal-dual hybrid gradient methods for saddle-point problems
T Goldstein, M Li, X Yuan, E Esser, R Baraniuk
arXiv preprint arXiv:1305.0546, 2013
962013
Right and left ventricular myocardial perfusion reserves correlate with right ventricular function and pulmonary hemodynamics in patients with pulmonary arterial hypertension
J Vogel-Claussen, J Skrok, ML Shehata, S Singh, CT Sibley, DM Boyce, ...
Radiology 258 (1), 119-127, 2011
922011
Pulmonary microvascular blood flow in mild chronic obstructive pulmonary disease and emphysema. The MESA COPD Study
K Hueper, J Vogel-Claussen, MA Parikh, JHM Austin, DA Bluemke, J Carr, ...
American journal of respiratory and critical care medicine 192 (5), 570-580, 2015
782015
Poison frogs! targeted clean-label poisoning attacks on neural networks
A Shafahi, WR Huang, M Najibi, O Suciu, C Studer, T Dumitras, ...
Advances in Neural Information Processing Systems, 6103-6113, 2018
692018
Training quantized nets: A deeper understanding
H Li, S De, Z Xu, C Studer, H Samet, T Goldstein
Advances in Neural Information Processing Systems, 5811-5821, 2017
692017
The stone transform: Multi-resolution image enhancement and compressive video
T Goldstein, L Xu, KF Kelly, R Baraniuk
IEEE Transactions on Image Processing 24 (12), 5581-5593, 2015
652015
Big batch SGD: Automated inference using adaptive batch sizes
S De, A Yadav, D Jacobs, T Goldstein
arXiv preprint arXiv:1610.05792, 2016
60*2016
Are adversarial examples inevitable?
A Shafahi, WR Huang, C Studer, S Feizi, T Goldstein
arXiv preprint arXiv:1809.02104, 2018
552018
Adaptive ADMM with spectral penalty parameter selection
Z Xu, MAT Figueiredo, T Goldstein
arXiv preprint arXiv:1605.07246, 2016
512016
Compressive video sensing: algorithms, architectures, and applications
RG Baraniuk, T Goldstein, AC Sankaranarayanan, C Studer, ...
IEEE Signal Processing Magazine 34 (1), 52-66, 2017
482017
1-bit massive MU-MIMO precoding in VLSI
O Castaņeda, S Jacobsson, G Durisi, M Coldrey, T Goldstein, C Studer
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 7 (4 …, 2017
472017
Nonlinear 1-bit precoding for massive MU-MIMO with higher-order modulation
S Jacobsson, G Durisi, M Coldrey, T Goldstein, C Studer
2016 50th Asilomar Conference on Signals, Systems and Computers, 763-767, 2016
462016
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