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pro vyhledávání: '"Datta, Avoy"'
Autor:
Zhu, Weiqiang, Hou, Alvin Brian, Yang, Robert, Datta, Avoy, Mousavi, S. Mostafa, Ellsworth, William L., Beroza, Gregory C.
Earthquake monitoring workflows are designed to detect earthquake signals and to determine source characteristics from continuous waveform data. Recent developments in deep learning seismology have been used to improve tasks within earthquake monitor
Externí odkaz:
http://arxiv.org/abs/2208.14564
Data augmentation refers to a wide range of techniques for improving model generalization by augmenting training examples. Oftentimes such methods require domain knowledge about the dataset at hand, spawning a plethora of recent literature surroundin
Externí odkaz:
http://arxiv.org/abs/2104.00722
User authentication through gait analysis is a promising application of discriminative neural networks -- particularly due to the ubiquity of the primary sources of gait accelerometry, in-pocket cellphones. However, conventional machine learning mode
Externí odkaz:
http://arxiv.org/abs/2103.16609
Autor:
Wu, Daniel J., Datta, Avoy
We propose a simple method by which to choose sample weights for problems with highly imbalanced or skewed traits. Rather than naively discretizing regression labels to find binned weights, we take a more principled approach -- we derive sample weigh
Externí odkaz:
http://arxiv.org/abs/2103.16591
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