Aaron Berk
Aaron Berk
Postdoctoral researcher, McGill University
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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
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
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
Parameter instability regimes in sparse proximal denoising programs
A Berk, Y Plan, ÷ Yilmaz
2019 13th International conference on Sampling Theory and Applications†…, 2019
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
Deep generative demixing: Recovering Lipschitz signals from noisy subgaussian mixtures
A Berk
arXiv preprint arXiv:2010.06652, 2020
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
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
LASSO reloaded: a variational analysis perspective with applications to compressed sensing
A Berk, S Brugiapaglia, T Hoheisel
arXiv preprint arXiv:2205.06872, 2022
On LASSO parameter sensitivity
A Berk
University of British Columbia, 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
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