Follow
Aaron Berk
Aaron Berk
Machine Learning Research Scientist, Deep Render
Verified email at deeprender.ai - Homepage
Title
Cited by
Cited by
Year
Enrichment map profiling of the cancer invasion front suggests regulation of colorectal cancer progression by the bone morphogenetic protein antagonist, gremlin-1
GS Karagiannis, A Berk, A Dimitromanolakis, EP Diamandis
Molecular oncology 7 (4), 826-839, 2013
652013
A coherence parameter characterizing generative compressed sensing with Fourier measurements
A Berk, S Brugiapaglia, B Joshi, Y Plan, M Scott, ÷ Yilmaz
IEEE Journal on Selected Areas in Information Theory 3 (3), 502-512, 2022
72022
Sensitivity of ℓ1 minimization to parameter choice
A Berk, Y Plan, ÷ Yilmaz
Information and Inference: A Journal of the IMA 10 (2), 397-453, 2021
62021
LASSO reloaded: a variational analysis perspective with applications to compressed sensing
A Berk, S Brugiapaglia, T Hoheisel
arXiv preprint arXiv:2205.06872, 2022
52022
On the best choice of LASSO program given data parameters
A Berk, Y Plan, ÷ Yılmaz
IEEE Transactions on Information Theory 68 (4), 2573-2603, 2021
52021
Deep generative demixing: Error bounds for demixing subgaussian mixtures of Lipschitz signals
A Berk
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and†…, 2021
42021
Parameter instability regimes in sparse proximal denoising programs
A Berk, Y Plan, ÷ Yilmaz
2019 13th International conference on Sampling Theory and Applications†…, 2019
42019
Model-adapted Fourier sampling for generative compressed sensing
A Berk, S Brugiapaglia, Y Plan, M Scott, X Sheng, O Yilmaz
arXiv preprint arXiv:2310.04984, 2023
12023
Square Root {LASSO}: well-posedness, Lipschitz stability and the tuning trade off
A Berk, S Brugiapaglia, T Hoheisel
arXiv preprint arXiv:2303.15588, 2023
12023
Learning from few examples: Classifying sex from retinal images via deep learning
A Berk, G Ozturan, P Delavari, D Maberley, ÷ Yılmaz, I Oruc
arXiv preprint arXiv:2207.09624, 2022
12022
On LASSO parameter sensitivity
A Berk
University of British Columbia, 2021
12021
Learning from few examples: Classifying sex from retinal images
A Berk, G Ozturan, D Maberley, ÷ Yılmaz, I Oruc
Journal of Vision 20 (11), 255-255, 2020
12020
Deep generative demixing: Recovering Lipschitz signals from noisy subgaussian mixtures
A Berk
arXiv preprint arXiv:2010.06652, 2020
12020
Learning from small data: Classifying sex from retinal images via deep learning
A Berk, G Ozturan, P Delavari, D Maberley, ÷ Yılmaz, I Oruc
Plos one 18 (8), e0289211, 2023
2023
Deep Proximal Gradient Method for Learned Convex Regularizers
A Berk, Y Ma, P Boufounos, P Wang, H Mansour
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and†…, 2023
2023
The system can't perform the operation now. Try again later.
Articles 1–15