Zobrazeno 1 - 10
of 1 639
pro vyhledávání: '"P, Pelikan"'
Autor:
Granqvist, Filip, Song, Congzheng, Cahill, Áine, van Dalen, Rogier, Pelikan, Martin, Chan, Yi Sheng, Feng, Xiaojun, Krishnaswami, Natarajan, Jina, Vojta, Chitnis, Mona
Federated learning (FL) is an emerging machine learning (ML) training paradigm where clients own their data and collaborate to train a global model, without revealing any data to the server and other participants. Researchers commonly perform experim
Externí odkaz:
http://arxiv.org/abs/2404.06430
Autor:
Pelikan, Martin, Azam, Sheikh Shams, Feldman, Vitaly, Silovsky, Jan "Honza", Talwar, Kunal, Likhomanenko, Tatiana
While federated learning (FL) has recently emerged as a promising approach to train machine learning models, it is limited to only preliminary explorations in the domain of automatic speech recognition (ASR). Moreover, FL does not inherently guarante
Externí odkaz:
http://arxiv.org/abs/2310.00098
In this paper, we start by training End-to-End Automatic Speech Recognition (ASR) models using Federated Learning (FL) and examining the fundamental considerations that can be pivotal in minimizing the performance gap in terms of word error rate betw
Externí odkaz:
http://arxiv.org/abs/2309.13102
Federated learning (FL) combined with differential privacy (DP) offers machine learning (ML) training with distributed devices and with a formal privacy guarantee. With a large population of devices, FL with DP produces a performant model in a timely
Externí odkaz:
http://arxiv.org/abs/2307.07477
Autor:
Sarah Barrow, Maria Eugenia Ulfe, Eylem Atakav, Roxana Vergara, Victoria Chicmana, Karoline Pelikan, The young women of OMIAASEC
Publikováno v:
New Area Studies, Vol 4, Iss 1 (2024)
The Mujeres que influyen (Women of Influence) project is a collaboration between researchers at University of East Anglia and PUCP, and young women from the Junín area of Peru who are members of the National Council of Indigenous Women of Peru. It t
Externí odkaz:
https://doaj.org/article/cfdfc78d895a4a7c87f577683fb8d3fe
Autor:
Eva Mertens, Marlow Zimmermann, Janine Dywicki, Min-Hi Lee, Joachim Pelikan, Barbara M. Bürkin, Elizeus Rutebemberwa, Axel Hoffmann
Publikováno v:
Frontiers in Public Health, Vol 12 (2024)
The German Biosecurity Programme was launched in 2013 with the aim to support partner countries overcome biological threats including natural outbreaks or the intentional misuse of highly pathogenic agents. As part of this programme, this paper descr
Externí odkaz:
https://doaj.org/article/dac967234a304fa291e1e98e6a1675eb
Autor:
May-Britt Skoradal, Tórur Sjúrðarson, Helgi Winther Olsen, Eli Nolsøe Leifsson, Vincent Pelikan, Magni Mohr, Annika Helgadóttir Davidsen
Publikováno v:
Frontiers in Public Health, Vol 12 (2024)
BackgroundThe proportion of older people increases globally, which calls for sustainable interventions promoting healthy aging. Therefore, we aimed to evaluate the potential of Football Fitness as a sustainable model to promote quality of life, menta
Externí odkaz:
https://doaj.org/article/7c362a48aed74edb9d36490636cc4f21
Chemotherapy treatment for cancer is a complex optimisation problem with a large number of interacting variables and constraints. A number of different probabilistic algorithms have been applied to it with varying success. In this paper we expand on
Externí odkaz:
http://arxiv.org/abs/2205.08438
Publikováno v:
NeoBiota, Vol 90, Iss , Pp 193-216 (2024)
The spread of non-native species is one of the outcomes of global change, threatening many native communities through predation and competition. Freshwater ecosystems are particularly affected by species turnover with non-native species. One species
Externí odkaz:
https://doaj.org/article/4bdb58810e564371963f6af19a5850f1
Autor:
Yao Fu, Jennifer A. Kelly, Jaanam Gopalakrishnan, Richard C. Pelikan, Kandice L. Tessneer, Satish Pasula, Kiely Grundahl, David A. Murphy, Patrick M. Gaffney
Publikováno v:
HGG Advances, Vol 5, Iss 2, Pp 100279- (2024)
Summary: We designed a massively parallel reporter assay (MPRA) in an Epstein-Barr virus transformed B cell line to directly characterize the potential for histone post-translational modifications, i.e., histone quantitative trait loci (hQTLs), expre
Externí odkaz:
https://doaj.org/article/63db1fb91aa445f9a181e96759da4380