Yao, Rentian

1. Mean-field Variational Inference via Wasserstein Gradient Flow
   2022/07/17 by Yao, Rentian, Yang, Yun · 2 citations
   #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST)
2. Mean-Field Nonparametric Estimation of Interacting Particle Systems
   2022/05/16 by Yao, Rentian, Chen, Xiaohui, Yang, Yun · 1 citation
   #FOS: Mathematics #Statistics Theory (math.ST)
3. Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow
   2023/11/01 by Rentian Yao, Yao, Rentian, Linjun Huang +3 · 1 citation
   Computer Science · Mathematics · #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Statistics Theory (math.ST)
4. A Gromov--Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening
   2023/06/15 by Yifan Chen, Rentian Yao, Chen, Yifan +5 · 1 citation
   Computer Science · Medicine · #Advanced Graph Neural Networks #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis