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pro vyhledávání: '"Rosenstock A"'
Background: The development of AI-enabled software heavily depends on AI model documentation, such as model cards, due to different domain expertise between software engineers and model developers. From an ethical standpoint, AI model documentation c
Externí odkaz:
http://arxiv.org/abs/2406.18071
Autor:
Xu, Zheng, Zhang, Yanxiang, Andrew, Galen, Choquette-Choo, Christopher A., Kairouz, Peter, McMahan, H. Brendan, Rosenstock, Jesse, Zhang, Yuanbo
We train language models (LMs) with federated learning (FL) and differential privacy (DP) in the Google Keyboard (Gboard). We apply the DP-Follow-the-Regularized-Leader (DP-FTRL)~\citep{kairouz21b} algorithm to achieve meaningfully formal DP guarante
Externí odkaz:
http://arxiv.org/abs/2305.18465
Autor:
Rosenstock, Sarita
This paper motivates and develops a framework for understanding how the socio-technical systems surrounding AI development interact with social welfare. It introduces the concept of ``signaling'' from evolutionary game theory and demonstrates how it
Externí odkaz:
http://arxiv.org/abs/2305.02561
Autor:
Stefano Del Prato, Zhuoru Li, Chinthanie Ramasundarahettige, Kelley R. H. Branch, Carolyn S. P. Lam, Renato D. Lopes, Richard Pratley, Julio Rosenstock, Naveed Sattar, Hertzel C. Gerstein
Publikováno v:
Cardiovascular Diabetology, Vol 23, Iss 1, Pp 1-7 (2024)
Abstract Aims To estimate the incidence of major adverse cardiovascular events (MACE), expanded MACE, and MACE or Death across Fibrosis- 4 score (FIB-4) categories in people with type 2 diabetes and to determine whether efpeglenatide’s effect varie
Externí odkaz:
https://doaj.org/article/5aca8709d53749818d134c8d95f3c546
Autor:
Todd S. Rosenstock, Peter Steward, Namita Joshi, Christine Lamanna, Nictor Namoi, Lolita Muller, Akinwale O. Akinleye, Erica Atieno, Patrick Bell, Clara Champalle, William English, Anna-Sarah Eyrich, Angela Gitau, Dorcas Kagwiria, Hannah Kamau, Anna Madalinska, Lucas Manda, Scott McFatridge, Elijah Mumo, Alex Nduah, Babra Ombewa, Anatoli Poultouchidou, Janie Rioux, Meryl Richards, Julia Shuck, Helena Ström, Katherine Tully
Publikováno v:
Scientific Data, Vol 11, Iss 1, Pp 1-8 (2024)
Abstract Information on the effects of changing agricultural management on crop and livestock performance is critical for developing evidence-based policies, investments, and programs. Evidence for Resilient Agriculture (ERA) v1.0.1 presents a datase
Externí odkaz:
https://doaj.org/article/922bb8f13b7541eaa876caa8dc2743d8
Autor:
Pishoy Gouda, Yuxi Liu, Javed Butler, Stefano Del Prato, Nasrien E. Ibrahim, Carolyn S. P. Lam, Thomas Marwick, Julio Rosenstock, Wilson Tang, Faiez Zannad, James Januzzi, Justin Ezekowitz
Publikováno v:
Cardiovascular Diabetology, Vol 23, Iss 1, Pp 1-12 (2024)
Abstract Introduction Persons with diabetes are at risk for developing a cardiomyopathy through several pathophysiological mechanisms independent of traditional risk factors for heart failure. Among those with diabetic cardiomyopathy (DbCM), the rela
Externí odkaz:
https://doaj.org/article/37e859dfe4474247b2bb07a8497468e3
Autor:
Lena Rybka, Roel Jonkers, Milena Burzlaff, Tizian Rosenstock, Peter Vajkoczy, Thomas Picht, Katharina Faust, Adrià Rofes
Publikováno v:
Frontiers in Oncology, Vol 14 (2024)
BackgroundSubjective reports can reveal relevant information regarding the nature of the impairment of brain tumor patients, unveiling potential gaps in current assessment practices. The co-occurrence of language and memory impairments has been previ
Externí odkaz:
https://doaj.org/article/c6c8679aa4b9478fb247971dd13b772b
Autor:
Rosenstock, Nicole, Canale, Eduardo A.
A key issue in network reliability analysis. A graph with $n$ nodes and whose $e$ edges fail independently with probability $p$ is an \emph{Uniformly Most Reliable Graph} (UMRG) if it has the highest reliability among all graphs with the same order a
Externí odkaz:
http://arxiv.org/abs/2212.03912
Autor:
Leslie London, Andrew Watterson, Donna Mergler, Maria Albin, Federico Andrade-Rivas, Agostino Di Ciaula, Pietro Comba, Fernanda Giannasi, Rima R Habib, Alastair Hay, Jane Hoppin, Peter Infante, Mohamed Jeebhay, Karl Kelsey, Rokho Kim, Richard Lemen, Hester Lipscomb, Elsebeth Lynge, Corrado Magnani, Celeste Monforton, Benoit Nemery, Vera Ngowi, Dennis Nowak, Iman Nuwayhid, Christine Oliver, David Ozonoff, Domyung Paek, Varduhi Petrosyan, Christopher J Portier, Beate Ritz, Linda Rosenstock, Kathleen Ruff, Peter Sly, Morando Soffritti, Colin L. Soskolne, William Suk, Benedetto Terracini, Harri Uolevi Vainio, Paolo Vineis, Roberta White
Publikováno v:
Environmental Health, Vol 23, Iss 1, Pp 1-6 (2024)
Abstract An under-recognised aspect of the current humanitarian catastrophe in Gaza is the impact of the war on the environment and the associated risks for human health. This commentary contextualises these impacts against the background of human su
Externí odkaz:
https://doaj.org/article/ea1be3a008024322986f27bd18ca4b17
Autor:
Vivian A Fonseca, John B Buse, Julio Rosenstock, Richard E Pratley, Lawrence Blonde, Irina Bancos, Iulia Cristina Tudor, Ralph A DeFronzo, Richard J Auchus, Robert S Busch, James W Findling, Juan P Frias, Oksana Hamidi, Yehuda Handelsman, Andreas G Moraitis, Daniel Einhorn
Publikováno v:
BMJ Open, Vol 14, Iss 7 (2024)
Introduction Even with recent treatment advances, type 2 diabetes (T2D) remains poorly controlled for many patients, despite the best efforts to adhere to therapies and lifestyle modifications. Although estimates vary, studies indicate that in >10% o
Externí odkaz:
https://doaj.org/article/519af66c56274a5fb81b50cbc366808d