Follow
Aaron Berk
Aaron Berk
Postdoctoral researcher, McGill University
Verified email at mcgill.ca
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
582013
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
42021
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
32021
Parameter instability regimes in sparse proximal denoising programs
A Berk, Y Plan, ÷ Yilmaz
2019 13th International conference on Sampling Theory and Applications†…, 2019
32019
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
12021
Deep generative demixing: Recovering Lipschitz signals from noisy subgaussian mixtures
A Berk
arXiv preprint arXiv:2010.06652, 2020
12020
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, 2022
2022
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
2022
LASSO reloaded: a variational analysis perspective with applications to compressed sensing
A Berk, S Brugiapaglia, T Hoheisel
arXiv preprint arXiv:2205.06872, 2022
2022
On LASSO parameter sensitivity
A Berk
University of British Columbia, 2021
2021
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
2020
The system can't perform the operation now. Try again later.
Articles 1–11