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06/07/2020
Adversarial Optimal Transport Through The Convolution Of Kernels With Evolving Measures
A novel algorithm is proposed to solve the sample-based optimal transpor...
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11/22/2019
Enabling Personalized Decision Support with Patient-Generated Data and Attributable Components
Decision-making related to health is complex. Machine learning (ML) and ...
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04/09/2019
Time-Series Analysis via Low-Rank Matrix Factorization: Applied to Infant-Sleep Data
We propose a nonparametric model for time series with missing data based...
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02/27/2019
Clustering through the optimal transport barycenter problem
The problem of clustering a data set is formulated in terms of the Wasse...
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01/31/2017