2 citations · 4 across the 4 of their papers we have counts for
4 papers · 1 filter
From Asset Flow to Status, Action and Intention Discovery: Early Malice Detection in Cryptocurrency
Ling Cheng, Feida Zhu, Yong Wang +2
Cryptocurrency has been subject to illicit activities probably more often than traditional financial assets due to the pseudo-anonymous nature of its transacting entities. An ideal…
Toward Intention Discovery for Early Malice Detection in Bitcoin
Ling Cheng, Feida Zhu, Yong Wang +1
Bitcoin has been subject to illicit activities more often than probably any other financial assets, due to the pseudo-anonymous nature of its transacting entities. An ideal detecti…
Short sighted deep learning
Ellen de Melllo Koch, Anita de Mello Koch, Nicholas Kastanos +1
A theory explaining how deep learning works is yet to be developed. Previous work suggests that deep learning performs a coarse graining, similar in spirit to the renormalization g…
Is Deep Learning a Renormalization Group Flow?
Ellen de Mello Koch, Robert de Mello Koch, Ling Cheng
Although there has been a rapid development of practical applications, theoretical explanations of deep learning are in their infancy. Deep learning performs a sophisticated coarse…