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stat.ME2024
Estimation and Inference for Change Points in Functional Regression Time Series
Shivam Kumar, Haotian Xu, Haeran Cho +1
In this paper, we study the estimation and inference of change points under a functional linear regression model with changes in the slope function. We present a novel Functional R…
stat.ML2024
Multivariate Density Estimation via Variance-Reduced Sketching
Yifan Peng, Yuehaw Khoo, Daren Wang
Multivariate density estimation is of great interest in various scientific and engineering disciplines. In this work, we introduce a new framework called Variance-Reduced Sketching…