Zobrazeno 1 - 10
of 3 567
pro vyhledávání: '"P. Safran"'
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:
A. Joumad, A. El Moutaouakkil, A. Nasroallah, Department of mathematics, Cadi Ayyad University, Faculty of Sciences Semlalia, B. P. 2390, Marrakesh, Morocco, Mejdl Safran, Sultan Alfarhood, Imran Ashraf
Publikováno v:
AIMS Mathematics, Vol 9, Iss 11, Pp 31057-31086 (2024)
The pair-wise Markov chain (PMC) model serves as an extension to the hidden Markov chain (HMC) model and has been widely used in unsupervised restoration tasks associated with reconstructing the hidden data. In fact, the PMC model can treat fairly co
Externí odkaz:
https://doaj.org/article/2ec7439e321f4564afab219cf3df6eb2
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-18 (2024)
Abstract The prevalence of depression has increased dramatically over the last several decades: it is frequently overlooked and can have a significant impact on both physical and mental health. Therefore, it is crucial to develop an automated detecti
Externí odkaz:
https://doaj.org/article/349bbbbd3a654f1596b6b3159b13e6eb
Publikováno v:
BMC Infectious Diseases, Vol 24, Iss 1, Pp 1-20 (2024)
Abstract Lumpy skin disease virus (LSDV) is an extremely infectious, viral, and chronic skin disease that is caused by the Capripox virus. This viral disease is predominantly found in cows. Mosquitoes and ticks are the primary transmitters for the sp
Externí odkaz:
https://doaj.org/article/0cb0773cc4d04b498354ba75ef9467fa
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-18 (2024)
Abstract Concrete is widely used in civil engineering applications and the natural aggregates which used in concrete are scarce, but its demand is increasing. The disposal of rubber tyres poses a significant environmental challenge, as their decompos
Externí odkaz:
https://doaj.org/article/38f9d63b3a3e469899d9c157b7f82d6d