Zobrazeno 1 - 10
of 35
pro vyhledávání: '"Alfred Hero"'
Publikováno v:
IEEE Access, Vol 12, Pp 16939-16950 (2024)
Deep learning-based Multi-Task Classification (MTC) is widely used in applications such as facial attributes and healthcare, which require robust privacy guarantees. In this study, we propose a novel Multi-Trigger-Key (MTK) framework to fulfill the p
Externí odkaz:
https://doaj.org/article/33e7d337d662413aa793f4044373223d
Autor:
Alfred Hero, Soummya Kar, Jose Moura, Joshua Neil, H. Vincent Poor, Melissa Turcotte, Bowei Xi
Publikováno v:
Harvard Data Science Review, Vol 5, Iss 1 (2023)
Externí odkaz:
https://doaj.org/article/baa24072b9e14d36b2fd0bbb39d26e88
Autor:
Alfred Hero, Soummya Kar, Jose Moura, Joshua Neil, H. Vincent Poor, Melissa Turcotte, Bowei Xi
Publikováno v:
Harvard Data Science Review, Vol 5, Iss 1 (2023)
Externí odkaz:
https://doaj.org/article/bd9d85bfaaa1429796c607a16f4089f0
Autor:
Mehmet Aktukmak, Zeyu Sun, Monica Bobra, Tamas Gombosi, Ward B. Manchester IV, Yang Chen, Alfred Hero
Publikováno v:
Frontiers in Astronomy and Space Sciences, Vol 9 (2022)
In this paper, we consider incorporating data associated with the sun’s north and south polar field strengths to improve solar flare prediction performance using machine learning models. When used to supplement local data from active regions on the
Externí odkaz:
https://doaj.org/article/769d22232ee146debf842eb010a8eb86
Publikováno v:
Journal of Big Data, Vol 8, Iss 1, Pp 1-23 (2021)
Abstract Data-driven innovation is propelled by recent scientific advances, rapid technological progress, substantial reductions of manufacturing costs, and significant demands for effective decision support systems. This has led to efforts to collec
Externí odkaz:
https://doaj.org/article/abbf6fc4feaf417f9da9de100174c330
Publikováno v:
Harvard Data Science Review (2021)
Externí odkaz:
https://doaj.org/article/23143f3dd7e449d1be6552936c5d8e55
Autor:
Sijia Liu, Haiming Chen, Scott Ronquist, Laura Seaman, Nicholas Ceglia, Walter Meixner, Pin-Yu Chen, Gerald Higgins, Pierre Baldi, Steve Smale, Alfred Hero, Lindsey A. Muir, Indika Rajapakse
Publikováno v:
iScience, Vol 6, Iss , Pp 232-246 (2018)
Summary: Genome architecture has emerged as a critical element of transcriptional regulation, although its role in the control of cell identity is not well understood. Here we use transcription factor (TF)-mediated reprogramming to examine the interp
Externí odkaz:
https://doaj.org/article/70ab296d666943c5b0fb7f2b760d620c
Autor:
Lin Zhou, Alfred Hero
Publikováno v:
Entropy, Vol 21, Iss 4, p 410 (2019)
We consider the k-user successive refinement problem with causal decoder side information and derive an exponential strong converse theorem. The rate-distortion region for the problem can be derived as a straightforward extension of the two-user case
Externí odkaz:
https://doaj.org/article/8b753eb4f786433584cf56bfb275c46d
Autor:
Steven Biegalski, Pavel Tsvetkov, Yuguo Tao, Vladimir Sobes, Karl Pazdernik, Simon Labov, David Williams, James Ghawaly, Alfred Hero
Publikováno v:
2021 ASEE Virtual Annual Conference Content Access Proceedings.
Publikováno v:
Software Impacts. 13:100308