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stat.ML2017
Supervised Learning with Indefinite Topological Kernels
Tullia Padellini, Pierpaolo Brutti
Topological Data Analysis (TDA) is a recent and growing branch of statistics devoted to the study of the shape of the data. In this work we investigate the predictive power of TDA…
stat.ML2017★ 3 cited
Persistence Flamelets: multiscale Persistent Homology for kernel density exploration
Tullia Padellini, Pierpaolo Brutti
In recent years there has been noticeable interest in the study of the "shape of data". Among the many ways a "shape" could be defined, topology is the most general one, as it desc…