Robust topological inference
ChazalFrédéric, FasyBrittany, LecciFabrizio, MichelBertrand, RinaldoAlessandro, WassermanLarry · Journal of Machine Learning Research · 2017
Let P be a distribution with support S. The salient features of S can be quantified with persistent homology, which summarizes topological features of the sublevel sets of the distance function (th...