Zobrazeno 1 - 10
of 1 868
pro vyhledávání: '"Swanberg A"'
Autor:
Aliakbarpour, Maryam, Bairaktari, Konstantina, Smith, Adam, Swanberg, Marika, Ullman, Jonathan
Model personalization allows a set of individuals, each facing a different learning task, to train models that are more accurate for each person than those they could develop individually. The goals of personalization are captured in a variety of for
Externí odkaz:
http://arxiv.org/abs/2412.12374
Large language models (LLMs) are susceptible to memorizing training data, raising concerns due to the potential extraction of sensitive information. Current methods to measure memorization rates of LLMs, primarily discoverable extraction (Carlini et
Externí odkaz:
http://arxiv.org/abs/2410.19482
Autor:
Busa-Fekete, Róbert István, Dick, Travis, Gentile, Claudio, Medina, Andrés Muñoz, Smith, Adam, Swanberg, Marika
We propose reconstruction advantage measures to audit label privatization mechanisms. A reconstruction advantage measure quantifies the increase in an attacker's ability to infer the true label of an unlabeled example when provided with a private ver
Externí odkaz:
http://arxiv.org/abs/2406.02797
Differential Privacy (DP) is a mathematical framework that is increasingly deployed to mitigate privacy risks associated with machine learning and statistical analyses. Despite the growing adoption of DP, its technical privacy parameters do not lend
Externí odkaz:
http://arxiv.org/abs/2405.01716
Partition selection, or set union, is an important primitive in differentially private mechanism design: in a database where each user contributes a list of items, the goal is to publish as many of these items as possible under differential privacy.
Externí odkaz:
http://arxiv.org/abs/2301.01998
We initiate an investigation of private sampling from distributions. Given a dataset with $n$ independent observations from an unknown distribution $P$, a sampling algorithm must output a single observation from a distribution that is close in total
Externí odkaz:
http://arxiv.org/abs/2211.08193
Recent digital rights frameworks give users the right to delete their data from systems that store and process their personal information (e.g., the "right to be forgotten" in the GDPR). How should deletion be formalized in complex systems that inter
Externí odkaz:
http://arxiv.org/abs/2210.07876
Autor:
Vivi FH Jensen, Maria Swanberg, Maria Herlin, Fiona E McGuigan, Niklas R Jørgensen, Kristina E Akesson
Publikováno v:
BMC Research Notes, Vol 16, Iss 1, Pp 1-7 (2023)
Abstract Objective The class II transactivator (CIITA), encoded by the CIITA gene, controls expression of immune response regulators, which affect bone homeostasis. Previously, we investigated a functional CIITA polymorphism in elderly women. Women c
Externí odkaz:
https://doaj.org/article/554b9ce82a21486ab08c8b94787f46b6
Autor:
Yee, Samantha, Lindsay, Emma A., Laszlo, Tali L., Fine, Jacob L., Swanberg, Leia, Librach, Clifford L.
Publikováno v:
In Midwifery January 2024 128
Autor:
Lautaro Francisco Belfiori, Alfredo Dueñas Rey, Dorottya Mária Ralbovszki, Itzia Jimenez-Ferrer, Filip Fredlund, Sagar Shivayogi Balikai, Dag Ahrén, Kajsa Atterling Brolin, Maria Swanberg
Publikováno v:
Frontiers in Aging Neuroscience, Vol 16 (2024)
IntroductionParkinson’s disease (PD) is the second most common neurodegenerative disorder, increasing both in terms of prevalence and incidence. To date, only symptomatic treatment is available, highlighting the need to increase knowledge on diseas
Externí odkaz:
https://doaj.org/article/3a6bbb21d16d411381688c34692a243c