Niu, Xiaochun
- Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters
2023/06/06 by Sun, Zhenyu, Niu, Xiaochun, Wei, Ermin · 11 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Exact Community Recovery in the Geometric SBM
2023/07/20 by Gaudio, Julia, Niu, Xiaochun, Wei, Ermin · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Probability (math.PR) #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
- Learning with Shared Representations: Statistical Rates and Efficient Algorithms
2024/09/07 by Niu, Xiaochun, Su, Lili, Xu, Jiaming +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)