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stat.ML2026
Canonical Variates in Wasserstein Metric Space
Jia Li, Lin Lin
In this paper, we address the classification of instances represented by distributions on a vector space rather than single points. We consider classification algorithms based on p…
stat.ML2024
Deep Variable-Block Chain with Adaptive Variable Selection
Lixiang Zhang, Lin Lin, Jia Li
The architectures of deep neural networks (DNN) rely heavily on the underlying grid structure of variables, for instance, the lattice of pixels in an image. For general high dimens…