متابعة
Yaniv Romano
Yaniv Romano
Assistant Professor of Electrical Engineering and Computer Science, Technion, Israel
بريد إلكتروني تم التحقق منه على technion.ac.il - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
The little engine that could: Regularization by denoising (RED)‏
Y Romano, M Elad, P Milanfar‏
SIAM Journal on Imaging Sciences 10 (4), 1804-1844, 2017‏
9452017
Conformalized quantile regression‏
Y Romano, E Patterson, E Candes‏
Advances in neural information processing systems 32, 2019‏
6992019
RAISR: rapid and accurate image super resolution‏
Y Romano, J Isidoro, P Milanfar‏
IEEE Transactions on Computational Imaging 3 (1), 110-125, 2016‏
3472016
Classification with valid and adaptive coverage‏
Y Romano, M Sesia, E Candes‏
Advances in neural information processing systems 33, 3581-3591, 2020‏
3422020
Convolutional neural networks analyzed via convolutional sparse coding‏
V Papyan, Y Romano, M Elad‏
Journal of Machine Learning Research 18 (83), 1-52, 2017‏
3342017
Deep knockoffs‏
Y Romano, M Sesia, E Candès‏
Journal of the American Statistical Association 115 (532), 1861-1872, 2020‏
1802020
Convolutional dictionary learning via local processing‏
V Papyan, Y Romano, J Sulam, M Elad‏
Proceedings of the IEEE International Conference on Computer Vision, 5296-5304, 2017‏
1702017
Boosting of Image Denoising Algorithms‏
Y Romano, M Elad‏
arXiv preprint arXiv:1502.06220, 2015‏
1692015
Testing for outliers with conformal p-values‏
S Bates, E Candès, L Lei, Y Romano, M Sesia‏
The Annals of Statistics 51 (1), 149-178, 2023‏
1642023
Theoretical foundations of deep learning via sparse representations: A multilayer sparse model and its connection to convolutional neural networks‏
V Papyan, Y Romano, J Sulam, M Elad‏
IEEE Signal Processing Magazine 35 (4), 72-89, 2018‏
1512018
Single image interpolation via adaptive nonlocal sparsity-based modeling‏
Y Romano, M Protter, M Elad‏
IEEE Transactions on Image Processing 23 (7), 3085-3098, 2014‏
1502014
Multilayer convolutional sparse modeling: Pursuit and dictionary learning‏
J Sulam, V Papyan, Y Romano, M Elad‏
IEEE Transactions on Signal Processing 66 (15), 4090-4104, 2018‏
1472018
Turning a denoiser into a super-resolver using plug and play priors‏
A Brifman, Y Romano, M Elad‏
2016 IEEE International Conference on Image Processing (ICIP), 1404-1408, 2016‏
1152016
Image-to-image regression with distribution-free uncertainty quantification and applications in imaging‏
AN Angelopoulos, AP Kohli, S Bates, M Jordan, J Malik, T Alshaabi, ...‏
International Conference on Machine Learning, 717-730, 2022‏
1142022
With malice toward none: Assessing uncertainty via equalized coverage‏
Y Romano, RF Barber, C Sabatti, E Candès‏
Harvard Data Science Review 2 (2), 4, 2020‏
962020
Conformal prediction using conditional histograms‏
M Sesia, Y Romano‏
Advances in Neural Information Processing Systems 34, 6304-6315, 2021‏
852021
Training uncertainty-aware classifiers with conformalized deep learning‏
BS Einbinder, Y Romano, M Sesia, Y Zhou‏
Advances in neural information processing systems 35, 22380-22395, 2022‏
542022
Achieving equalized odds by resampling sensitive attributes‏
Y Romano, S Bates, E Candes‏
Advances in neural information processing systems 33, 361-371, 2020‏
512020
Improving K-SVD denoising by post-processing its method-noise‏
Y Romano, M Elad‏
2013 IEEE International Conference on Image Processing, 435-439, 2013‏
492013
Improving conditional coverage via orthogonal quantile regression‏
S Feldman, S Bates, Y Romano‏
Advances in neural information processing systems 34, 2060-2071, 2021‏
482021
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20