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estimation algorithm » optimization algorithms (Expand Search), maximization algorithm (Expand Search), detection algorithm (Expand Search)
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estimation algorithm » optimization algorithms (Expand Search), maximization algorithm (Expand Search), detection algorithm (Expand Search)
warm optimization » swarm optimization (Expand Search), art optimization (Expand Search), whale optimization (Expand Search)
wise estimation » pose estimation (Expand Search), size estimation (Expand Search), risk estimation (Expand Search)
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Nonparametric Distribution Regression and Change Point Detection in High-Dimensions
Published 2025“…This dissertation investigates two high-dimensional problems—change-point analysis in functional linear regression and nonparametric density estimation using modern generative models. First, we introduce the Functional Regression Binary Segmentation (FRBS) algorithm for change-point detection in the slope function when predictors are functions and responses are scalars. …”