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Picture for Edward Chien

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

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada 

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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

* ICML 2018 

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