Ma, Shaojun
- Neural Monge Map estimation and its applications
2021/06/07 by Jiaojiao Fan, Fan, Jiaojiao, Shu Liu +7 · 5 citations
Computer Science · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Topological and Geometric Data Analysis
- Learning Stochastic Behaviour from Aggregate Data
2020/02/10 by Shaojun Ma, Ma, Shaojun, Shu Liu +5 · 1 citation
Computer Science · Physics and Astronomy · #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Learning High Dimensional Wasserstein Geodesics
2021/02/05 by Liu, Shu, Ma, Shaojun, Chen, Yongxin +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- High-dimensional Optimal Density Control with Wasserstein Metric Matching
2023/07/24 by Shaojun Ma, Mengxue Hou, Ma, Shaojun +5 · 1 citation
Economics, Econometrics and Finance · Mathematics · #49L99 #76N25 #93E20 #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Stochastic processes and financial applications