Zobrazeno 1 - 10
of 35 687
pro vyhledávání: '"Is, Gamze"'
Federated Learning (FL) is designed to prevent data leakage through collaborative model training without centralized data storage. However, it remains vulnerable to gradient reconstruction attacks that recover original training data from shared gradi
Externí odkaz:
http://arxiv.org/abs/2411.03746
We present an alternative proof for local H\"older regularity of the solutions of the fractional p-Laplace equations, based on clustering and expansion (more precisely, recentering) of positivity.
Comment: 17 pages
Comment: 17 pages
Externí odkaz:
http://arxiv.org/abs/2409.19057
Autor:
Wiese, Philip, İslamoğlu, Gamze, Scherer, Moritz, Macan, Luka, Jung, Victor J. B., Burrello, Alessio, Conti, Francesco, Benini, Luca
One of the challenges for Tiny Machine Learning (tinyML) is keeping up with the evolution of Machine Learning models from Convolutional Neural Networks to Transformers. We address this by leveraging a heterogeneous architectural template coupling RIS
Externí odkaz:
http://arxiv.org/abs/2408.02473
Autor:
Elhussein, Ahmed, Gursoy, Gamze
Federated Learning is increasingly used in domains such as healthcare to facilitate collaborative model training without data-sharing. However, datasets located in different sites are often non-identically distributed, leading to degradation of model
Externí odkaz:
http://arxiv.org/abs/2404.18773
Autor:
Jeong, Hyewon, Jabbour, Sarah, Yang, Yuzhe, Thapta, Rahul, Mozannar, Hussein, Han, William Jongwon, Mehandru, Nikita, Wornow, Michael, Lialin, Vladislav, Liu, Xin, Lozano, Alejandro, Zhu, Jiacheng, Kocielnik, Rafal Dariusz, Harrigian, Keith, Zhang, Haoran, Lee, Edward, Vukadinovic, Milos, Balagopalan, Aparna, Jeanselme, Vincent, Matton, Katherine, Demirel, Ilker, Fries, Jason, Rashidi, Parisa, Beaulieu-Jones, Brett, Xu, Xuhai Orson, McDermott, Matthew, Naumann, Tristan, Agrawal, Monica, Zitnik, Marinka, Ustun, Berk, Choi, Edward, Yeom, Kristen, Gursoy, Gamze, Ghassemi, Marzyeh, Pierson, Emma, Chen, George, Kanjilal, Sanjat, Oberst, Michael, Zhang, Linying, Singh, Harvineet, Hartvigsen, Tom, Zhou, Helen, Okolo, Chinasa T.
The third ML4H symposium was held in person on December 10, 2023, in New Orleans, Louisiana, USA. The symposium included research roundtable sessions to foster discussions between participants and senior researchers on timely and relevant topics for
Externí odkaz:
http://arxiv.org/abs/2403.01628
Autor:
Pang, Chao, Jiang, Xinzhuo, Pavinkurve, Nishanth Parameshwar, Kalluri, Krishna S., Minto, Elise L., Patterson, Jason, Zhang, Linying, Hripcsak, George, Gürsoy, Gamze, Elhadad, Noémie, Natarajan, Karthik
Synthetic Electronic Health Records (EHR) have emerged as a pivotal tool in advancing healthcare applications and machine learning models, particularly for researchers without direct access to healthcare data. Although existing methods, like rule-bas
Externí odkaz:
http://arxiv.org/abs/2402.04400
Publikováno v:
Namık Kemal Tıp Dergisi, Vol 12, Iss 4, Pp 318-325 (2024)
Aim: Earthquakes are significant natural disasters with profound medical, economic, and societal impacts. Unlike other disasters, they occur suddenly, causing extensive destruction, death, and injuries, which lead to numerous additional problems. Thi
Externí odkaz:
https://doaj.org/article/e2a7b88bd8f24e34b6ea90203b650105
Publikováno v:
Namık Kemal Tıp Dergisi, Vol 12, Iss 4, Pp 273-279 (2024)
Aim: This study aims to assess health service utilization and its correlation with socio-economic variables among rural residents of Edirne and Kırklareli provinces. Materials and Methods: This cross-sectional study was conducted between May and Oc
Externí odkaz:
https://doaj.org/article/2cd8fc6c742a46eabae3b91b05b7e679
Autor:
Yakup Gezer, Muhammet Rıdvan Tayşi, Arzu Tarakçı, Özlem Gökçe, Gamze Danacı, Sibel Altunışık Toplu, Ezgi Erdal Karakaş, Sevil Alkan, Sibel Kuyugöz Gülbudak, Mustafa Serhat Şahinoğlu, Esra Gürbüz, Ayşe Oğuz Ayarcı, Rukiyye Bulut, Onur Ural
Publikováno v:
BMC Infectious Diseases, Vol 24, Iss 1, Pp 1-9 (2024)
Abstract Background Stenotrophomonas maltophilia, a pathogen that colonizes medical equipment and causes nosocomial infections due to its ability to form biofilms, has high mortality rates. This study investigated the risk factors related to mortalit
Externí odkaz:
https://doaj.org/article/f7702ad6c3604050a1a6903095d55a64
Publikováno v:
Gülhane Tıp Dergisi, Vol 66, Iss 4, Pp 176-184 (2024)
Aims: This study aimed to evaluate the effects of different dietary treatments on intestinal integrity in female subjects aged 19-50 years with a previous diagnosis of constipation-predominant irritable bowel syndrome (IBS). Methods: This randomized
Externí odkaz:
https://doaj.org/article/713e5ac6be554222991816b8913a29e9