Zobrazeno 1 - 10
of 352
pro vyhledávání: '"Lau, Matthew"'
Anomaly detection is an important problem in many application areas, such as network security. Many deep learning methods for unsupervised anomaly detection produce good empirical performance but lack theoretical guarantees. By casting anomaly detect
Externí odkaz:
http://arxiv.org/abs/2409.08521
Autor:
Lau, Matthew, Wang, Haoran, Helbling, Alec, Hul, Matthew, Peng, ShengYun, Andreoni, Martin, Lunardi, Willian T., Lee, Wenke
The robustness of machine learning models has been questioned by the existence of adversarial examples. We examine the threat of adversarial examples in practical applications that require lightweight models for one-class classification. Building on
Externí odkaz:
http://arxiv.org/abs/2407.06372
The inability to linearly classify XOR has motivated much of deep learning. We revisit this age-old problem and show that linear classification of XOR is indeed possible. Instead of separating data between halfspaces, we propose a slightly different
Externí odkaz:
http://arxiv.org/abs/2312.01541
The increasing deployment of end use power resources in distribution systems created active distribution systems. Uncontrolled active distribution systems exhibit wide variations of voltage and loading throughout the day as some of these resources op
Externí odkaz:
http://arxiv.org/abs/2207.14642
This article presents a study on the quality and execution of research code from publicly-available replication datasets at the Harvard Dataverse repository. Research code is typically created by a group of scientists and published together with acad
Externí odkaz:
http://arxiv.org/abs/2103.12793
Autor:
Strong, Cheryl, Neuman, Kriss K., Hutchinson, Jenny L., Miller, Jamie K., Clark, Amber L., Chang, Lena, Iwanicha, Joanna, Feucht, Elizabeth, Lau, Matthew J., Lauten, David J., Markegard, Sarah, Pearl, Benjamin, Sherer, David L., Tertes, Rachel, Tharratt, Susie, Wooten, Travis
Publikováno v:
Human-Wildlife Interactions, 2021 Dec 01. 15(3), 465-478.
Externí odkaz:
https://www.jstor.org/stable/27316295
Publikováno v:
Human-Wildlife Interactions, 2021 Dec 01. 15(3), 391-404.
Externí odkaz:
https://www.jstor.org/stable/27316289
Autor:
Ma, Tianxiao, Liang, Yu, Li, Zhouyuan, Liu, Zhihua, Liu, Bo, Wu, Mia M., Lau, Matthew K., Fang, Yunting
Publikováno v:
In Agricultural and Forest Meteorology 1 April 2023 332
Akademický článek
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