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07/25/2021
Estimation of Stationary Optimal Transport Plans
We study optimal transport problems in which finite-valued quantities of...
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06/13/2021
Graph Optimal Transport with Transition Couplings of Random Walks
We present a novel approach to optimal transport between graphs from the...
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06/14/2020
Optimal Transport for Stationary Markov Chains via Policy Iteration
We study an extension of optimal transport techniques to stationary Mark...
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11/28/2017
Latent Association Mining in Binary Data
We consider the problem of identifying groups of mutually associated var...
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02/20/2011
Joint and individual variation explained (JIVE) for integrated analysis of multiple data types
Research in several fields now requires the analysis of data sets in whi...
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10/21/2010
Uniform Approximation of Vapnik-Chervonenkis Classes
For any family of measurable sets in a probability space, we show that e...
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07/23/2010