Edward Chien
5 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (7)
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(18)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
optimal transport
(3)
active learning
(1)
semi-supervised learning
(1)
bayesian inference
(1)
topic modeling
(1)
document representation
(1)
probability distribution
(1)
posterior inference
(1)
hierarchical structure
(1)
distance metric
(1)
mixture model
(1)
topic model
(1)
document embedding
(1)
performance guarantee
(1)
unlabeled datum
(1)
wasserstein barycenter
(1)
adversarial distribution
(1)
stochastic algorithm
(1)
distributionally robust learning
(1)
distribution clustering
(1)
Papers
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior
ICLR 2025
Incorporating Unlabeled Data into Distributionally Robust Learning
JMLR 2021
Hierarchical Optimal Transport for Document Representation
NIPS 2019
Alleviating Label Switching with Optimal Transport
NIPS 2019
Stochastic Wasserstein Barycenters
ICML 2018