| Vector-output relu neural network problems are copositive programs: Convex analysis of two layer networks and polynomial-time algorithms A Sahiner, T Ergen, J Pauly, M Pilanci International Conference on Learning Representations, 2021 | 47 | 2021 |
| Demystifying batch normalization in relu networks: Equivalent convex optimization models and implicit regularization T Ergen, A Sahiner, B Ozturkler, J Pauly, M Mardani, M Pilanci International Conference on Learning Representations, 2022 | 38 | 2022 |
| Fast convex optimization for two-layer relu networks: Equivalent model classes and cone decompositions A Mishkin, A Sahiner, M Pilanci International Conference on Machine Learning, 2022 | 34 | 2022 |
| Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers A Sahiner, T Ergen, B Ozturkler, J Pauly, M Mardani, M Pilanci International Conference on Machine Learning, 2022 | 33 | 2022 |
| Convex regularization behind neural reconstruction A Sahiner, M Mardani, B Ozturkler, M Pilanci, J Pauly International Conference on Learning Representations, 2021 | 31 | 2021 |
| Hidden convexity of wasserstein gans: Interpretable generative models with closed-form solutions A Sahiner, T Ergen, B Ozturkler, B Bartan, J Pauly, M Mardani, M Pilanci International Conference on Learning Representations, 2022 | 24 | 2022 |
| Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction B Gunel, A Sahiner, AD Desai, AS Chaudhari, S Vasanawala, M Pilanci, ... International Conference on Medical Image Computing and Computer Assisted …, 2022 | 6 | 2022 |
| Gleam: greedy learning for large-scale accelerated MRI reconstruction B Ozturkler, A Sahiner, T Ergen, AD Desai, CM Sandino, S Vasanawala, ... arXiv preprint arXiv:2207.08393, 2022 | 5 | 2022 |
| Scaling convex neural networks with burer-monteiro factorization A Sahiner, T Ergen, B Ozturkler, JM Pauly, M Mardani, M Pilanci | 2 | 2024 |
| Greedy learning for large-scale neural MRI reconstruction B Ozturkler, A Sahiner, T Ergen, AD Desai, JM Pauly, S Vasanawala, ... NeurIPS 2021 Workshop on Deep Learning and Inverse Problems, 2021 | 2 | 2021 |
| Scalable and Interpretable Neural MRI Reconstruction via Layer-Wise Training B Ozturkler, A Sahiner, M Pilanci, S Vasanawala, J Pauly, M Mardani International Society for Magnetic Resonance in Medicine, 0 | 2* | |
| IN SITU WIDTH ESTIMATION OF BIOFUEL PLANT STEMS A Sahiner, F Heng, A Balamurugan, A Zakhor IS&T International Symposium on Electronic Imaging, 2019 | 1 | 2019 |
| Convex Neural Networks AE Sahiner Stanford University, 2023 | | 2023 |
| Double-electron capture by highly-ionized atoms isolated at very low energy S Fogwell Hoogerheide, JM Dreiling, A Sahiner, JN Tan APS Division of Atomic, Molecular and Optical Physics Meeting Abstracts 2016 …, 2016 | | 2016 |
| Evidence of Double-Electron Capture by Highly-ionized Atoms Isolated at Very Low Energy S Fogwell Hoogerheide, A Sahiner, JN Tan APS Division of Atomic, Molecular and Optical Physics Meeting Abstracts 2015 …, 2015 | | 2015 |
| Greedy Learning for Memory-Efficient Self-Supervised MRI Reconstruction A Gupta, BM Ozturkler, A Sahiner, T Ergen, AD Desai, S Vasanawala, ... | | |
| Parallel Greedy Learning for Accelerating Cardiac Cine MRI BM Ozturkler, A Sahiner, T Ergen, AD Desai, CM Sandino, S Vasanawala, ... | | |
Mert PilanciStanford UniversityEmail yang diverifikasi di stanford.edu
John PaulyProfessor of Electrical Engineering, Stanford UniversityEmail yang diverifikasi di stanford.edu
Tolga ErgenResearch Scientist, LG AI ResearchEmail yang diverifikasi di stanford.edu
Shreyas VasanawalaProfessor of Radiology, Stanford UniversityEmail yang diverifikasi di stanford.eduArjun DesaiResearcher, Stanford UniversityEmail yang diverifikasi di stanford.edu
Aaron MishkinPhD Student, Stanford UniversityEmail yang diverifikasi di cs.stanford.edu
Burak BartanResearcher, Qualcomm AI ResearchEmail yang diverifikasi di stanford.edu
Christopher SandinoResearch Engineer, AppleEmail yang diverifikasi di alumni.stanford.edu
Beliz GunelGoogle DeepmindEmail yang diverifikasi di google.com
Akshay ChaudhariAssistant Professor, Stanford UniversityEmail yang diverifikasi di stanford.edu