200 citations · 675 across the 45 of their papers we have counts for
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cs.LG2020
A Formally Robust Time Series Distance Metric
Maximilian Toller, Bernhard C. Geiger, Roman Kern
Distance-based classification is among the most competitive classification methods for time series data. The most critical component of distance-based classification is the selecte…
cs.IT2020★ 2 cited
On Functions of Markov Random Fields
Bernhard C. Geiger, Ali Al-Bashabsheh
We derive two sufficient conditions for a function of a Markov random field (MRF) on a given graph to be a MRF on the same graph. The first condition is information-theoretic and p…
cs.LG2020★ 53 cited
On Information Plane Analyses of Neural Network Classifiers -- A Review
Bernhard C. Geiger
We review the current literature concerned with information plane analyses of neural network classifiers. While the underlying information bottleneck theory and the claim that info…