2 citations · 2 across the 3 of their papers we have counts for
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cs.LG2020★ 2 cited
On the Empirical Neural Tangent Kernel of Standard Finite-Width Convolutional Neural Network Architectures
Maxim Samarin, Volker Roth, David Belius
The Neural Tangent Kernel (NTK) is an important milestone in the ongoing effort to build a theory for deep learning. Its prediction that sufficiently wide neural networks behave as…
cs.CV2020
Learning Extremal Representations with Deep Archetypal Analysis
Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres +2
Archetypes are typical population representatives in an extremal sense, where typicality is understood as the most extreme manifestation of a trait or feature. In linear feature sp…