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stat.ML2026
A Functional SVD Framework for Regularized Multivariate Functional PCA with Dual Penalization
Yue Zhao, Hossein Haghbin, Rebecca Sanders +1
This paper introduces a novel framework for Regularized Multivariate Functional Principal Component Analysis (ReMFPCA) via Functional Singular Value Decomposition (SVD). The propos…
stat.ML2020
Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches
Jordan Trinka, Hossein Haghbin, Mehdi Maadooliat
In this paper, we propose two nonparametric methods used in the forecasting of functional time-dependent data, namely functional singular spectrum analysis recurrent forecasting an…