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Aaron Berk
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2020 – today
- 2024
- [j4]Aaron Berk, Simone Brugiapaglia, Tim Hoheisel:
Square Root LASSO: Well-Posedness, Lipschitz Stability, and the Tuning Trade-Off. SIAM J. Optim. 34(3): 2609-2637 (2024) - 2023
- [j3]Aaron Berk, Simone Brugiapaglia, Tim Hoheisel:
LASSO Reloaded: A Variational Analysis Perspective with Applications to Compressed Sensing. SIAM J. Math. Data Sci. 5(4): 1102-1129 (2023) - [c2]Aaron Berk, Yanting Ma, Petros Boufounos, Pu Wang, Hassan Mansour:
Deep Proximal Gradient Method for Learned Convex Regularizers. ICASSP 2023: 1-5 - [i7]Aaron Berk, Simone Brugiapaglia, Yaniv Plan, Matthew Scott, Xia Sheng, Özgür Yilmaz:
Model-adapted Fourier sampling for generative compressed sensing. CoRR abs/2310.04984 (2023) - 2022
- [j2]Aaron Berk, Simone Brugiapaglia, Babhru Joshi, Yaniv Plan, Matthew Scott, Özgür Yilmaz:
A Coherence Parameter Characterizing Generative Compressed Sensing With Fourier Measurements. IEEE J. Sel. Areas Inf. Theory 3(3): 502-512 (2022) - [j1]Aaron Berk, Yaniv Plan, Özgür Yilmaz:
On the Best Choice of Lasso Program Given Data Parameters. IEEE Trans. Inf. Theory 68(4): 2573-2603 (2022) - [i6]Aaron Berk, Simone Brugiapaglia, Tim Hoheisel:
LASSO reloaded: a variational analysis perspective with applications to compressed sensing. CoRR abs/2205.06872 (2022) - [i5]Aaron Berk, Simone Brugiapaglia, Babhru Joshi, Yaniv Plan, Matthew Scott, Özgür Yilmaz:
A coherence parameter characterizing generative compressed sensing with Fourier measurements. CoRR abs/2207.09340 (2022) - [i4]Aaron Berk, Gulcenur Ozturan, Parsa Delavari, David Maberley, Özgür Yilmaz, Ipek Oruc:
Learning from few examples: Classifying sex from retinal images via deep learning. CoRR abs/2207.09624 (2022) - 2021
- [c1]Aaron Berk:
Deep Generative Demixing: Error Bounds for Demixing Subgaussian Mixtures of Lipschitz Signals. ICASSP 2021: 4010-4014 - 2020
- [i3]Aaron Berk:
Deep generative demixing: Recovering Lipschitz signals from noisy subgaussian mixtures. CoRR abs/2010.06652 (2020) - [i2]Aaron Berk, Yaniv Plan, Özgür Yilmaz:
On the best choice of Lasso program given data parameters. CoRR abs/2010.08884 (2020)
2010 – 2019
- 2018
- [i1]Aaron Berk, Yaniv Plan, Özgür Yilmaz:
Parameter instability regimes for sparse proximal denoising programs. CoRR abs/1810.11968 (2018)
Coauthor Index
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