17 citations · 51 across the 13 of their papers we have counts for
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cs.IT2022
The Lack of Convexity of the Relevance-Compression Function
Albert E Parker, Tomas Gedeon, Alexander Dimitrov
In this paper we investigate the convexity of the relevance-compression function for the Information Bottleneck and the Information Distortion problems. This curve is an analog of…
cs.DS2022
Extremal Event Graphs: A (Stable) Tool for Analyzing Noisy Time Series Data
Robin Belton, Bree Cummins, Brittany Terese Fasy +1
Local maxima and minima, or extremal events, in experimental time series can be used as a coarse summary to characterize data. However, the discrete sampling in recording experimen…