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cs.LG2024★ 1 cited
Optimizing Sensor Network Design for Multiple Coverage
Lukas Taus, Yen-Hsi Richard Tsai
Sensor placement optimization methods have been studied extensively. They can be applied to a wide range of applications, including surveillance of known environments, optimal loca…
cs.LG2024
Data-induced multiscale losses and efficient multirate gradient descent schemes
Juncai He, Liangchen Liu, Yen-Hsi Richard Tsai
This paper investigates the impact of multiscale data on machine learning algorithms, particularly in the context of deep learning. A dataset is multiscale if its distribution show…