167 citations · 283 across the 7 of their papers we have counts for
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stat.ME2011
Nonparametric Regression Estimation Based on Spatially Inhomogeneous Data: Minimax Global Convergence Rates and Adaptivity
Anestis Antoniadis, Marianna Pensky, Theofanis Sapatinas
We consider the nonparametric regression estimation problem of recovering an unknown response function f on the basis of spatially inhomogeneous data when the design points follow…
stat.ME2011★ 78 cited
Clustering functional data using wavelets
Anestis Antoniadis, Xavier Brossat, Jairo Cugliari +1
We present two methods for detecting patterns and clusters in high dimensional time-dependent functional data. Our methods are based on wavelet-based similarity measures, since wav…