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04/05/2023
Wasserstein Principal Component Analysis for Circular Measures
We consider the 2-Wasserstein space of probability measures supported on...
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08/09/2022
Imaging-based representation and stratification of intra-tumor Heterogeneity via tree-edit distance
Personalized medicine is the future of medical practice. In oncology, tu...
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08/30/2021
Functional Data Representation with Merge Trees
In this paper we face the problem of representation of functional data w...
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01/22/2021
Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric
We present a novel class of projected methods, to perform statistical an...
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07/29/2020