P. Brutti

activity

20082017

most citedPersistence Flamelets: multiscale Persistent Homology for kernel density exploration

3 citations · 4 across the 3 of their papers we have counts for

collaborators

4 papers

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…

math.ST2015

A note on an Adaptive Goodness-of-Fit test with Finite Sample Validity for Random Design Regression Models

Pierpaolo Brutti

Given an i.i.d. sample ${(X_{i}, Y_{i})}_{i \in {1 \dots n}}$ from the random design regression model $Y = f (X) + ε$ with $(X, Y) \in [0, 1] \times [- M, M]$ , in this paper we consider…

math.ST2008★ 1 cited

Warped Wavelet and Vertical Thresholding

Pierpaolo Brutti

Let ${(X_{i}, Y_{i})}_{i \in {1, ..., n}}$ be an i.i.d. sample from the random design regression model $Y = f (X) + ε$ with $(X, Y) \in [0, 1] \times [- M, M]$ . In dealing with such a model, ada…