167 citations · 294 across the 15 of their papers we have counts for
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cs.LG2022★ 7 cited
Memory-free Online Change-point Detection: A Novel Neural Network Approach
Zahra Atashgahi, Decebal Constantin Mocanu, Raymond Veldhuis +1
Change-point detection (CPD), which detects abrupt changes in the data distribution, is recognized as one of the most significant tasks in time series analysis. Despite the extensi…
cs.LG2020
Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders
Zahra Atashgahi, Ghada Sokar, Tim van der Lee +4
Major complications arise from the recent increase in the amount of high-dimensional data, including high computational costs and memory requirements. Feature selection, which iden…