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Edward Chien

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k-Mixup Regularization for Deep Learning via Optimal Transport

Jun 05, 2021
Kristjan Greenewald, Anming Gu, Mikhail Yurochkin, Justin Solomon, Edward Chien

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Incorporating Unlabeled Data into Distributionally Robust Learning

Dec 18, 2019
Charlie Frogner, Sebastian Claici, Edward Chien, Justin Solomon

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Alleviating Label Switching with Optimal Transport

Nov 10, 2019
Pierre Monteiller, Sebastian Claici, Edward Chien, Farzaneh Mirzazadeh, Justin Solomon, Mikhail Yurochkin

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Hierarchical Optimal Transport for Document Representation

Jun 26, 2019
Mikhail Yurochkin, Sebastian Claici, Edward Chien, Farzaneh Mirzazadeh, Justin Solomon

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Stochastic Wasserstein Barycenters

Jun 07, 2018
Sebastian Claici, Edward Chien, Justin Solomon

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