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Benjamin Cowen
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Beyond backprop: Online alternating minimization with auxiliary variables
A Choromanska, B Cowen, S Kumaravel, R Luss, M Rigotti, I Rish, ...
International Conference of Machine Learning (ICML) 2019, 2019
81*2019
Vector minimax concave penalty for sparse representation
S Wang, X Chen, W Dai, IW Selesnick, G Cai, B Cowen
Digital signal processing 83, 165-179, 2018
252018
LSALSA: accelerated source separation via learned sparse coding
B Cowen, AN Saridena, A Choromanska
Machine Learning, European Conference of Machine Learning, 2019
102019
Virtual reality detection and projection system for use with a head mounted display
B Cowen, J Muskin
US Patent 11,164,378, 2021
52021
Effects of hippocampal interictal discharge timing, duration, and spatial extent on list learning
B Leeman-Markowski, R Hardstone, L Lohnas, B Cowen, L Davachi, ...
Epilepsy & Behavior 123, 108209, 2021
52021
Approximate extraction of late-time returns via morphological component analysis
G Goehle, B Cowen, TE Blanford, JD Park, DC Brown
The Journal of the Acoustical Society of America 153 (5), 2838-2854, 2023
42023
AirSAS: Controlled Dataset Generation for Physics-Informed Machine Learning
B Cowen, JD Park, TE Blanford, G Goehle, DC Brown
Data-Centric AI Workshop of the conference on Neural Information Processing …, 2021
42021
Enveloped sinusoid parseval frames
G Goehle, B Cowen, JD Park, DC Brown
OCEANS 2022, Hampton Roads, 1-10, 2022
22022
Template alignment optimization in additively manufactured piezoelectric ceramics
B Cowen, C Eadie, J Lindau, J Mauro
The Journal of the Acoustical Society of America 153 (3_supplement), A196-A196, 2023
12023
Joint Sparse Coding and Frame Optimization
G Goehle, B Cowen
IEEE Signal Processing Letters, 2024
2024
Physics-consistent spectral extrapolation via constrained optimization
B Cowen, JD Park
IEEE Underwater Acoustic Signal Processing Workshop 2023, 2023
2023
Exploring the Impact of Erroneous Labels on Synthetic Aperture Sonar Classifier Performance
I Gerg, B Cowen
Underwater Acoustics Group 5th International Conference on Synthetic …, 2023
2023
Aural based scene understanding for sonar applications
DC Brown, B Cowen
The Journal of the Acoustical Society of America 154 (4_supplement), A211-A211, 2023
2023
Learning-Based Tone Mapping to Improve 3D SAS ATR
GD Vetaw, B Cowen, DC Brown, DP Williams, S Jayasuriya
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
Assessing the Utility of Multiple Representations for Object Classification
JD Park, G Goehle, B Cowen, TE Blanford, DC Brown
IEEE Transactions on Geoscience and Remote Sensing, 2023
2023
Phenomenology Based Decomposition of Sea Clutter with a Secondary Target Classifier
M Farshchian, B Cowen, I Selesnick
2023 IEEE Radar Conference (RadarConf23), 1-6, 2023
2023
Optimization Methods Combining Variable Splitting with Deep Learning
B Cowen
NEW YORK UNIVERSITY, 2019
2019
Bregman Operator Splitting with Variable Stepsize for Total Generalized Variation Based Multi-Channel MRI Reconstruction
BE Cowen
Case Western Reserve University, 2015
2015
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Articles 1–18