61 citations · 213 across the 18 of their papers we have counts for
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cs.LG2022★ 1 cited
Classification at the Accuracy Limit -- Facing the Problem of Data Ambiguity
Claus Metzner, Achim Schilling, Maximilian Traxdorf +3
Data classification, the process of analyzing data and organizing it into categories, is a fundamental computing problem of natural and artificial information processing systems. I…
cs.LG2018★ 61 cited
How deep is deep enough? -- Quantifying class separability in the hidden layers of deep neural networks
Achim Schilling, Claus Metzner, Jonas Rietsch +3
Deep neural networks typically outperform more traditional machine learning models in their ability to classify complex data, and yet is not clear how the individual hidden layers…