47 citations · 177 across the 25 of their papers we have counts for
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math-ph2019★ 47 cited
Homological Percolation and the Euler Characteristic
Omer Bobrowski, Primoz Skraba
In this paper we study the connection between the phenomenon of homological percolation (the formation of "giant" cycles in persistent homology), and the zeros of the expected Eule…
cs.LG2019★ 46 cited
A Topology Layer for Machine Learning
Rickard Brüel-Gabrielsson, Bradley J. Nelson, Anjan Dwaraknath +3
Topology applied to real world data using persistent homology has started to find applications within machine learning, including deep learning. We present a differentiable topolog…