41 citations · 68 across the 26 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019
Towards Further Understanding of Sparse Filtering via Information Bottleneck
Fabio Massimo Zennaro, Ke Chen
In this paper we examine a formalization of feature distribution learning (FDL) in information-theoretic terms relying on the analytical approach and on the tools already used in t…
cs.LG2019
Analyzing and Storing Network Intrusion Detection Data using Bayesian Coresets: A Preliminary Study in Offline and Streaming Settings
Fabio Massimo Zennaro
In this paper we offer a preliminary study of the application of Bayesian coresets to network security data. Network intrusion detection is a field that could take advantage of Bay…