Zobrazeno 1 - 10
of 11 644
pro vyhledávání: '"A. Ramage"'
Autor:
Daly, Katharine, Eichner, Hubert, Kairouz, Peter, McMahan, H. Brendan, Ramage, Daniel, Xu, Zheng
Federated Learning (FL) is a machine learning technique that enables multiple entities to collaboratively learn a shared model without exchanging their local data. Over the past decade, FL systems have achieved substantial progress, scaling to millio
Externí odkaz:
http://arxiv.org/abs/2410.08892
Autor:
Bagdasarian, Eugene, Yi, Ren, Ghalebikesabi, Sahra, Kairouz, Peter, Gruteser, Marco, Oh, Sewoong, Balle, Borja, Ramage, Daniel
The growing use of large language model (LLM)-based conversational agents to manage sensitive user data raises significant privacy concerns. While these agents excel at understanding and acting on context, this capability can be exploited by maliciou
Externí odkaz:
http://arxiv.org/abs/2405.05175
Autor:
Eichner, Hubert, Ramage, Daniel, Bonawitz, Kallista, Huba, Dzmitry, Santoro, Tiziano, McLarnon, Brett, Van Overveldt, Timon, Fallen, Nova, Kairouz, Peter, Cheu, Albert, Daly, Katharine, Gascon, Adria, Gruteser, Marco, McMahan, Brendan
Federated Learning and Analytics (FLA) have seen widespread adoption by technology platforms for processing sensitive on-device data. However, basic FLA systems have privacy limitations: they do not necessarily require anonymization mechanisms like d
Externí odkaz:
http://arxiv.org/abs/2404.10764
Pre-training on public data is an effective method to improve the performance for federated learning (FL) with differential privacy (DP). This paper investigates how large language models (LLMs) trained on public data can improve the quality of pre-t
Externí odkaz:
http://arxiv.org/abs/2404.04360
Autor:
Maria Rothmund, Micha J. Pilz, Nathalie Egeter, Emma Lidington, Claire Piccinin, Juan I. Arraras, Mogens Groenvold, Bernhard Holzner, Marieke van Leeuwen, Morten Aa. Petersen, John Ramage, Heike Schmidt, Teresa Young, Johannes M. Giesinger, on behalf of the EORTC Quality of Life Group
Publikováno v:
Health and Quality of Life Outcomes, Vol 22, Iss 1, Pp 1-10 (2024)
Abstract Background To assess fatigue in cancer patients, several patient-reported outcome measures (PROMs) are available that differ in content. To support the selection of suitable measures for specific applications and to evaluate possibilities of
Externí odkaz:
https://doaj.org/article/5d5ce31a0c224f7f87486828bd62720f
This white paper describes recent advances in Gboard(Google Keyboard)'s use of federated learning, DP-Follow-the-Regularized-Leader (DP-FTRL) algorithm, and secure aggregation techniques to train machine learning (ML) models for suggestion, predictio
Externí odkaz:
http://arxiv.org/abs/2306.14793
Publikováno v:
Current Oncology, Vol 31, Iss 7, Pp 3855-3869 (2024)
Introduction: Right hemicolectomy (RHC) remains the treatment standard for goblet cell adenocarcinoma (GCA), despite limited evidence supporting survival benefit. This study aims to explore factors influencing surgical management and survival outcome
Externí odkaz:
https://doaj.org/article/9c6aee4d2c854990b208ac9375046949
Autor:
Dina Pogrebnoy, Lee Ashton, Brian A Beh, Meredith Burke, Richard Cullen, Jude Czerenkowski, Julie Davey, Amy M Dennett, Kevin English, Erin Godecke, Nicole Harper, Elizabeth Lynch, Lesley MacDonald-Wicks, Amanda Patterson, Emily Ramage, Ben Schelfhaut, Dawn B Simpson, Karly Zacharia, Coralie English
Publikováno v:
Journal of Medical Internet Research, Vol 26, p e58419 (2024)
People who experience a stroke are at a higher risk of recurrent stroke when compared with people who have not had a stroke. Addressing modifiable risk factors like physical inactivity and poor diet has been shown to improve blood pressure, a leading
Externí odkaz:
https://doaj.org/article/81fdeea44abf4098bdb0511f3cc7fa18
Autor:
Holly Hill, David Reddick, Gastón Caspe, Clifford Ramage, David Frew, Mara S. Rocchi, Tanja Opriessnig, Tom N. McNeilly
Publikováno v:
Virus Research, Vol 348, Iss , Pp 199443- (2024)
Atypical porcine pestivirus (APPV) is a novel member of the Pestivirus genus detected in association with congenital tremor (CT) type A-II outbreaks and from apparently healthy pigs, both as singular infection and as part of multi-pathogen infections
Externí odkaz:
https://doaj.org/article/81659fb6a78748f8a18aff8642166dd0
Autor:
van der Weijst, Lotte, Machingura, Abigirl, Alanya, Ahu, Lidington, Emma, Velikova, Galina, Flechtner, Hans-Henning, Schmidt, Heike, Lehmann, Jens, Ramage, John K., Ringash, Jolie, Wac, Katarzyna, Oliver, Kathy, Taylor, Katherine J., Wintner, Lisa, Senna, Lúcia P.C., Koller, Michael, Husson, Olga, Bultijnck, Renée, Wilson, Roger, Singer, Susanne, Bjelic-Radisic, Vesna, van der Graaf, Winette T.A., Pe, Madeline
Publikováno v:
In European Journal of Cancer November 2024 212