Zobrazeno 1 - 10
of 6 730
pro vyhledávání: '"A. 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
Publikováno v:
European Psychiatry, Vol 64, Pp S21-S21 (2021)
Abstract Body In perinatal clinical practice (PCP), the focus of care has shifted from the mother and then the baby-mother dyad to the emphasis on the role of fathers. Individual and therapeutic interventions are multimodal, and in almost all cases i
Externí odkaz:
https://doaj.org/article/7b6da441b704400e8b8f0930fa898a83
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
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
Autor:
Kabus, Jana, Hartmann, Vanessa, Cocchiararo, Berardino, Dombrowski, Andrea, Enns, Daniel, Karaouzas, Ioannis, Lipkowski, Konrad, Pelikan, Lars, Shumka, Spase, Soose, Laura, Baker, Nathan J., Jourdan, Jonas
Publikováno v:
In Environmental Pollution 1 December 2024 362
Autor:
Fu, Yao, Kelly, Jennifer A., Gopalakrishnan, Jaanam, Pelikan, Richard C., Tessneer, Kandice L., Pasula, Satish, Grundahl, Kiely, Murphy, David A., Gaffney, Patrick M.
Publikováno v:
In Human Genetics and Genomics Advances 11 April 2024 5(2)
Autor:
Cenov, Arijana, Linšak, Dijana Tomić, Perić, Lorena, Žurga, Paula, Lušić, Darija Vukić, Traven, Luka, Linšak, Željko, Pupavac, Sandra Marinac, Hamer, Bojan, Pelikan, Jadranka, Glad, Marin
Publikováno v:
In Marine Pollution Bulletin March 2024 200
Publikováno v:
In Fuel 15 February 2024 358 Part B