Zobrazeno 1 - 10
of 10 683
pro vyhledávání: '"A, Halabi"'
Recent works show that reducing the number of layers in a convolutional neural network can enhance efficiency while maintaining the performance of the network. Existing depth compression methods remove redundant non-linear activation functions and me
Externí odkaz:
http://arxiv.org/abs/2406.12837
Submodular maximization over a matroid constraint is a fundamental problem with various applications in machine learning. Some of these applications involve decision-making over datapoints with sensitive attributes such as gender or race. In such set
Externí odkaz:
http://arxiv.org/abs/2312.14299
Autor:
Todd P. Knutson, Bin Luo, Anna Kobilka, Jacqueline Lyman, Siyuan Guo, Sarah A. Munro, Yingming Li, Rakesh Heer, Luke Gaughan, Michael J. Morris, Himisha Beltran, Charles J. Ryan, Emmanuel S. Antonarakis, Andrew J. Armstrong, Susan Halabi, Scott M. Dehm
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-15 (2024)
Abstract Circulating tumor DNA (ctDNA) in plasma cell free DNA (cfDNA) of cancer patients is associated with poor prognosis, but is challenging to detect from low plasma volumes. In metastatic castration-resistant prostate cancer (mCRPC), ctDNA assay
Externí odkaz:
https://doaj.org/article/959cb42600c6433490629b1e84221048
Autor:
Shaimaa Halabi, Rana Almuqati, Amenah Al Essa, Manal Althubaiti, Musab Alshareef, Abdulaziz Homedi, Ahmed Alwatban, Mohanned Alrahili, Saif Alsaif, Kamal Ali
Publikováno v:
BMC Pediatrics, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Objective Maintaining normothermia is crucial for neonatal survival, especially in preterm infants prone to temperature instability. This study evaluates the correlation and variability between axillary and rectal temperatures at Neonatal In
Externí odkaz:
https://doaj.org/article/fe1ff3312c7b4af9b17db9b638db5d11
Autor:
Rabah Halabi
Publikováno v:
Kulturní Studia, Vol 2, Iss 2024, Pp 66-89 (2024)
This article explores the complex and often contradictory experiences of the Druze community in Israel, specifically examining how military service has shaped their identity and integration into Israeli society. While military service is typically vi
Externí odkaz:
https://doaj.org/article/954f15563c1545ce95fee1661bfbb419
Autor:
Luo, Bin, Halabi, Susan
Simultaneous feature selection and non-linear function estimation are challenging, especially in high-dimensional settings where the number of variables exceeds the available sample size in modeling. In this article, we investigate the problem of fea
Externí odkaz:
http://arxiv.org/abs/2307.00344
Streaming submodular maximization is a natural model for the task of selecting a representative subset from a large-scale dataset. If datapoints have sensitive attributes such as gender or race, it becomes important to enforce fairness to avoid bias
Externí odkaz:
http://arxiv.org/abs/2305.15118
Publikováno v:
Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023
Minimizing the difference of two submodular (DS) functions is a problem that naturally occurs in various machine learning problems. Although it is well known that a DS problem can be equivalently formulated as the minimization of the difference of tw
Externí odkaz:
http://arxiv.org/abs/2305.11046
Autor:
Amy E. Leader, Timothy R. Rebbeck, William K. Oh, Alpa V. Patel, Eric P. Winer, LeeAnn O. Bailey, Leonard G. Gomella, Crystal Y. Lumpkins, Isla P. Garraway, Lisa B. Aiello, Monica L. Baskin, Heather H. Cheng, Kathleen A. Cooney, Amanda Ganzak, Daniel J. George, Susan Halabi, Feighanne Hathaway, Claire Healy, Joseph W. Kim, Michael S. Leapman, Stacy Loeb, Kara N. Maxwell, Christopher McNair, Todd M. Morgan, Breanne Prindeville, Howard R. Soule, Whitney L. Steward, Sakinah C. Suttiratana, Mary-Ellen Taplin, Kosj Yamoah, Thierry Fortune, Kris Bennett, Joshua Blanding-Godbolt, Laura Gross, Veda N. Giri
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-13 (2024)
Abstract Background Black men consistently have higher rates of prostate cancer (PCA)- related mortality. Advances in PCA treatment, screening, and hereditary cancer assessment center around germline testing (GT). Of concern is the significant under-
Externí odkaz:
https://doaj.org/article/7a481f2b8f7f4858987d88a4639dee1d
Autor:
Rania Al Dweik, Rahaf Ajaj, Reham Kotb, Dima El Halabi, Najwane Said Sadier, Hassan Sarsour, Yasir Ahmed Mohammed Elhadi
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Digital technology offers scalable, real-time interventions for mental health promotion and treatment. This systematic review explores the opportunities and challenges associated with the use of digital technology in mental health, with a fo
Externí odkaz:
https://doaj.org/article/f58cc0f6d72844fb9f5445518863879b