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05/31/2023
Bures-Wasserstein Means of Graphs
Finding the mean of sampled data is a fundamental task in machine learni...
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10/01/2021
On the complexity of the optimal transport problem with graph-structured cost
Multi-marginal optimal transport (MOT) is a generalization of optimal tr...
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06/26/2020
Incremental inference of collective graphical models
We consider incremental inference problems from aggregate data for colle...
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06/25/2020
Multi-marginal optimal transport and probabilistic graphical models
We study multi-marginal optimal transport problems from a probabilistic ...
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03/31/2020