Edward Chien
5 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Core Methods
(3)
Optimization
(3)
Optimization & Theory
(3)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
optimal transport
(4)
active learning
(1)
semi-supervised learning
(1)
bayesian inference
(1)
topic modeling
(1)
document representation
(1)
probability distribution
(1)
posterior inference
(1)
trajectory inference
(1)
hierarchical structure
(1)
distance metric
(1)
mixture model
(1)
topic model
(1)
schrödinger bridge
(1)
latent dynamics
(1)
document embedding
(1)
partial observation
(1)
performance guarantee
(1)
unlabeled data
(1)
wasserstein barycenter
(1)
Papers
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior
ICLR 2025
Incorporating Unlabeled Data into Distributionally Robust Learning
JMLR 2021
Alleviating Label Switching with Optimal Transport
NeurIPS 2019
Hierarchical Optimal Transport for Document Representation
NeurIPS 2019
Stochastic Wasserstein Barycenters
ICML 2018