Zobrazeno 1 - 10
of 3 553
pro vyhledávání: '"SAFRAN, P"'
We study what provable privacy attacks can be shown on trained, 2-layer ReLU neural networks. We explore two types of attacks; data reconstruction attacks, and membership inference attacks. We prove that theoretical results on the implicit bias of 2-
Externí odkaz:
http://arxiv.org/abs/2410.07632
We prove an exponential size separation between depth 2 and depth 3 neural networks (with real inputs), when approximating a $\mathcal{O}(1)$-Lipschitz target function to constant accuracy, with respect to a distribution with support in the unit ball
Externí odkaz:
http://arxiv.org/abs/2402.07248
Catheter based radiofrequency ablation for pulmonary vein isolation has become the first line of treatment for atrial fibrillation in recent years. This requires a rather accurate map of the left atrial sub-endocardial surface including the ostia of
Externí odkaz:
http://arxiv.org/abs/2311.02488
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract Good and optimal rheology is a primary requisite for a drilling fluid to achieve better hole-cleaning and barite sag resistance. Conventional thickeners like organophilic clay that provide rheology to invert emulsion fluids degrade with time
Externí odkaz:
https://doaj.org/article/0b3de32a375e48769dc49636aa7c3697
Autor:
Vijaya Kumar Velpula, Diksha Sharma, Lakhan Dev Sharma, Amarjit Roy, Manas Kamal Bhuyan, Sultan Alfarhood, Mejdl Safran
Publikováno v:
IET Image Processing, Vol 18, Iss 13, Pp 3827-3853 (2024)
Abstract Glaucoma is an eye disease that damages the optic nerve as a result of vision loss, it is the leading cause of blindness worldwide. Due to the time‐consuming, inaccurate, and manual nature of traditional methods, automation in glaucoma det
Externí odkaz:
https://doaj.org/article/3af1e87c87d04310b27b36b26254f67b
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)
Abstract Breast cancer is the second most common type of cancer among women. Prompt detection of breast cancer can impede its advancement to more advanced phases, thereby elevating the probability of favorable treatment consequences. Histopathologica
Externí odkaz:
https://doaj.org/article/73cf08f63c734990a811a0e7b23d403a
Autor:
Safran, Samuel, Pincus, Philip
We present a scaling view of underscreening observed in salt solutions in the range of concentrations greater than about 1M, in which the screening length increases with concentration. The system consists of hydrated clusters of positive and negative
Externí odkaz:
http://arxiv.org/abs/2308.10189
Autor:
Shovon, Md Sakib Hossain, Mridha, M. F., Hasib, Khan Md, Alfarhood, Sultan, Safran, Mejdl, Che, Dunren
Breast Cancer (BC) is among women's most lethal health concerns. Early diagnosis can alleviate the mortality rate by helping patients make efficient treatment decisions. Human Epidermal Growth Factor Receptor (HER2) has become one the most lethal sub
Externí odkaz:
http://arxiv.org/abs/2308.00806
Autor:
Jordan Philip Safran, Steven Safran
Publikováno v:
American Journal of Ophthalmology Case Reports, Vol 36, Iss , Pp 102079- (2024)
Optic capture of a three-piece lens in the absence of posterior capsule support is an effective strategy for stabilizing and sequestering the optic to reduce the risk of dislocation and UGH syndrome compared to sulcus placement. We present a novel te
Externí odkaz:
https://doaj.org/article/e9ad26c2e65c428488c0ef6bdaa35e82
Autor:
Chaudhry Hamza Rashid, Imran Shafi, Bilal Hassan Ahmed Khattak, Mejdl Safran, Sultan Alfarhood, Imran Ashraf
Publikováno v:
Alexandria Engineering Journal, Vol 113, Iss , Pp 681-694 (2025)
Different project management processes have been used in software engineering to support managers in keeping project costs manageable. One of the essential processes in software engineering is to accurately and reliably estimate the required effort a
Externí odkaz:
https://doaj.org/article/583ca47c229b45a5a6b3db649bc39460