79 citations · 958 across the 115 of their papers we have counts for
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stat.ME2023
Efficient subsampling for exponential family models
Subhadra Dasgupta, Holger Dette
We propose a novel two-stage subsampling algorithm based on optimal design principles. In the first stage, we use a density-based clustering algorithm to identify an approximating…
stat.ME2023
Testing separability for continuous functional data
Holger Dette, Gauthier Dierickx, Tim Kutta
Analyzing the covariance structure of data is a fundamental task of statistics. While this task is simple for low-dimensional observations, it becomes challenging for more intricat…