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06/21/2021
Nonparametric causal structure learning in high dimensions
The PC and FCI algorithms are popular constraint-based methods for learn...
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05/19/2021
High-dimensional Change-point Detection Using Generalized Homogeneity Metrics
Change-point detection has been a classical problem in statistics and ec...
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09/30/2019
A New Framework for Distance and Kernel-based Metrics in High Dimensions
The paper presents new metrics to quantify and test for (i) the equality...
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11/25/2017