| 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 | 67 | 2013 |
| LASSO reloaded: a variational analysis perspective with applications to compressed sensing A Berk, S Brugiapaglia, T Hoheisel SIAM Journal on Mathematics of Data Science 5 (4), 1102-1129, 2023 | 14 | 2023 |
| A coherence parameter characterizing generative compressed sensing with Fourier measurements A Berk, S Brugiapaglia, B Joshi, Y Plan, M Scott, Ö Yilmaz IEEE Journal on Selected Areas in Information Theory 3 (3), 502-512, 2022 | 9 | 2022 |
| Sensitivity of ℓ1 minimization to parameter choice A Berk, Y Plan, Ö Yilmaz Information and Inference: A Journal of the IMA 10 (2), 397-453, 2021 | 7 | 2021 |
| Square Root LASSO: Well-Posedness, Lipschitz Stability, and the Tuning Trade-Off A Berk, S Brugiapaglia, T Hoheisel SIAM Journal on Optimization 34 (3), 2609-2637, 2024 | 6 | 2024 |
| On the best choice of LASSO program given data parameters A Berk, Y Plan, Ö Yılmaz IEEE Transactions on Information Theory 68 (4), 2573-2603, 2021 | 5 | 2021 |
| Learning from small data: Classifying sex from retinal images via deep learning A Berk, G Ozturan, P Delavari, D Maberley, Ö Yılmaz, I Oruc Plos one 18 (8), e0289211, 2023 | 4 | 2023 |
| 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 | 4 | 2021 |
| Parameter instability regimes in sparse proximal denoising programs A Berk, Y Plan, Ö Yilmaz 2019 13th International conference on Sampling Theory and Applications …, 2019 | 4 | 2019 |
| 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 | 3 | 2023 |
| On LASSO parameter sensitivity A Berk University of British Columbia, 2021 | 2 | 2021 |
| Learning from few examples: Classifying sex from retinal images A Berk, G Ozturan, D Maberley, Ö Yılmaz, I Oruc Journal of Vision 20 (11), 255-255, 2020 | 2 | 2020 |
| Deep generative demixing: Recovering Lipschitz signals from noisy subgaussian mixtures A Berk arXiv preprint arXiv:2010.06652, 2020 | 2 | 2020 |
| 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 | 1 | 2023 |
| Learning from few examples: Classifying sex from retinal images via deep learning A Berk, G Ozturan, P Delavari, D Maberley, Ö Yılmaz, I Oruc arXiv preprint arXiv:2207.09624, 2022 | 1 | 2022 |
Ozgur YilmazProfessor, Mathematics, University of British ColumbiaVerified email at math.ubc.ca
