Chien, Edward
- Stochastic Wasserstein Barycenters
2018/02/15 by Claici, Sebastian, Chien, Edward, Solomon, Justin · 6 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Hierarchical Optimal Transport for Document Representation
2019/06/26 by Yurochkin, Mikhail, Claici, Sebastian, Chien, Edward +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Alleviating Label Switching with Optimal Transport
2019/11/05 by Pierre Monteiller, Monteiller, Pierre, Sebastian Claici +9 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Scientific Research and Discoveries
- Incorporating Unlabeled Data into Distributionally Robust Learning
2019/12/16 by Frogner, Charlie, Claici, Sebastian, Chien, Edward +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior
2024/06/11 by Anming Gu, Gu, Anming, Edward Chien +3 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Target Tracking and Data Fusion in Sensor Networks