Chien, Edward

7 publications

ICLR 2025 Partially Observed Trajectory Inference Using Optimal Transport and a Dynamics Prior Anming Gu, Edward Chien, Kristjan Greenewald

NeurIPSW 2024 Partially Observed Trajectory Inference Using Optimal Transport and a Dynamics Prior Anming Gu, Edward Chien, Kristjan Greenewald

TMLR 2023 $k$-Mixup Regularization for Deep Learning via Optimal Transport Kristjan Greenewald, Anming Gu, Mikhail Yurochkin, Justin Solomon, Edward Chien

JMLR 2021 Incorporating Unlabeled Data into Distributionally Robust Learning Charlie Frogner, Sebastian Claici, Edward Chien, Justin Solomon

NeurIPS 2019 Alleviating Label Switching with Optimal Transport Pierre Monteiller, Sebastian Claici, Edward Chien, Farzaneh Mirzazadeh, Justin M Solomon, Mikhail Yurochkin

NeurIPS 2019 Hierarchical Optimal Transport for Document Representation Mikhail Yurochkin, Sebastian Claici, Edward Chien, Farzaneh Mirzazadeh, Justin M Solomon

ICML 2018 Stochastic Wasserstein Barycenters Sebastian Claici, Edward Chien, Justin Solomon