Seuraa
Arda Sahiner
Arda Sahiner
Vahvistettu sähköpostiosoite verkkotunnuksessa stanford.edu
Nimike
Viittaukset
Viittaukset
Vuosi
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
412021
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
292022
Convex regularization behind neural reconstruction
A Sahiner, M Mardani, B Ozturkler, M Pilanci, J Pauly
International Conference on Learning Representations, 2021
272021
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
262022
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
232022
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
202022
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
42022
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
42022
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
12021
IN SITU WIDTH ESTIMATION OF BIOFUEL PLANT STEMS
A Sahiner, F Heng, A Balamurugan, A Zakhor
IS&T International Symposium on Electronic Imaging, 2019
12019
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
1*
Scaling Convex Neural Networks with Burer-Monteiro Factorization
A Sahiner, T Ergen, B Ozturkler, JM Pauly, M Mardani, M Pilanci
The Twelfth International Conference on Learning Representations, 2023
2023
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
Parallel Greedy Learning for Accelerating Cardiac Cine MRI
BM Ozturkler, A Sahiner, T Ergen, AD Desai, CM Sandino, S Vasanawala, ...
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Artikkelit 1–16