32 citations · 68 across the 7 of their papers we have counts for
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cs.LG2022★ 15 cited
Online Deep Learning from Doubly-Streaming Data
Heng Lian, John Scovil Atwood, Bojian Hou +2
This paper investigates a new online learning problem with doubly-streaming data, where the data streams are described by feature spaces that constantly evolve, with new features e…
cs.NE2022★ 6 cited
Quadratic Neuron-empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection
Jing-Xiao Liao, Bo-Jian Hou, Hang-Cheng Dong +5
Inspired by the complexity and diversity of biological neurons, a quadratic neuron is proposed to replace the inner product in the current neuron with a simplified quadratic functi…