research
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10/04/2022
Non-Parametric and Regularized Dynamical Wasserstein Barycenters for Time-Series Analysis
We consider probabilistic time-series models for systems that gradually ...
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10/13/2021
Dynamical Wasserstein Barycenters for Time-series Modeling
Many time series can be modeled as a sequence of segments representing h...
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06/09/2020
On Matched Filtering for Statistical Change Point Detection
Non-parametric and distribution-free two-sample tests have been the foun...
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11/04/2019
