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Found 5 papers, 2 papers with code
Statistical Analysis of Persistence Intensity Functions
Persistence diagrams are two-dimensional plots that summarize the topological features of functions and are an important part of topological data analysis.
Functional Linear Regression with Mixed Predictors
We derive finite sample theoretical guarantees and show that the excess prediction risk of our estimator is minimax optimal.
Statistics Theory Methodology Statistics Theory
Optimal network online change point localisation
The goal is to detect the change point as quickly as possible, if it exists, subject to a constraint on the number or probability of false alarms.
Temporal-spatial model via Trend Filtering
In such a context, we study the Trend Filtering, a nonparametric estimator introduced by \cite{mammen1997locally} and \cite{rudin1992nonlinear}.
Nonparametric Estimation via Variance-Reduced Sketching
In this paper, we introduce a new framework called Variance-Reduced Sketching (VRS), specifically designed to estimate density functions and nonparametric regression functions in higher dimensions with a reduced curse of dimensionality.
