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pro vyhledávání: '"Lin, Frank"'
While federated learning (FL) eliminates the transmission of raw data over a network, it is still vulnerable to privacy breaches from the communicated model parameters. In this work, we propose \underline{H}ierarchical \underline{F}ederated Learning
Externí odkaz:
http://arxiv.org/abs/2401.11592
Background: Ureteral herniations are a rare occurrence, generally found incidentally on cross sectional imaging or during surgical intervention for unrelated processes. Several locations of ureteral herniations can occur including the inguinal, femor
Externí odkaz:
http://hdl.handle.net/10150/624352
http://arizona.openrepository.com/arizona/handle/10150/624352
http://arizona.openrepository.com/arizona/handle/10150/624352
Federated learning has gained popularity as a means of training models distributed across the wireless edge. The paper introduces delay-aware hierarchical federated learning (DFL) to improve the efficiency of distributed machine learning (ML) model t
Externí odkaz:
http://arxiv.org/abs/2303.12414
Autor:
Bell, Robert C., Austin, Evan T., Arnold, Stacy J., Lin, Frank C., Walker, Jonathan R., Larsen, Brandon T.
Background. Genital leiomyomas fall under the broader category of cutaneous leiomyomas, which are rare smooth muscle neoplasms accounting for 5% of all leiomyomas. Genital leiomyomas arising from the dartos muscle are exceedingly rare with fewer than
Externí odkaz:
http://hdl.handle.net/10150/621542
http://arizona.openrepository.com/arizona/handle/10150/621542
http://arizona.openrepository.com/arizona/handle/10150/621542
Autor:
Chou, Yu-Wei, Lin, Fen-Fen, Muniyan, Sakthivel, Lin, Frank C., Chen, Ching-Shih, Wang, Jue, Huang, Chao-Cheng, Lin, Ming-Fong
BACKGROUND: Prostate cancer (PCa) is the most commonly diagnosed solid tumor and the second leading cancer death in the United States, and also one of the major cancer-related deaths in Chinese. Androgen deprivation therapy (ADT) is the first line tr
Externí odkaz:
http://hdl.handle.net/10150/610307
http://arizona.openrepository.com/arizona/handle/10150/610307
http://arizona.openrepository.com/arizona/handle/10150/610307
Autor:
Lin, Frank
Vocal communication sounds are an important class of signals due to their role in social interaction, reproduction, and survival. The higher-order mechanisms by which our auditory system detects and discriminates these sounds to generate perception i
Externí odkaz:
http://hdl.handle.net/1853/49015
Autor:
Nickel, David, Lin, Frank Po-Chen, Hosseinalipour, Seyyedali, Michelusi, Nicolo, Brinton, Christopher G.
Federated learning (FL) has emerged as a popular technique for distributing machine learning across wireless edge devices. We examine FL under two salient properties of contemporary networks: device-server communication delays and device computation
Externí odkaz:
http://arxiv.org/abs/2112.13926
Publikováno v:
In Sleep Epidemiology December 2024 4
Autor:
Lin, Frank Po-Chen, Hosseinalipour, Seyyedali, Azam, Sheikh Shams, Brinton, Christopher G., Michelusi, Nicolò
Federated learning has emerged as a popular technique for distributing model training across the network edge. Its learning architecture is conventionally a star topology between the devices and a central server. In this paper, we propose two timesca
Externí odkaz:
http://arxiv.org/abs/2109.03350