Xiaoyi MAI
Xiaoyi MAI
L2S, CentraleSupélec, Université de Paris-Saclay
Verified email at l2s.centralesupelec.fr
TitleCited byYear
A random matrix analysis and improvement of semi-supervised learning for large dimensional data
X Mai, R Couillet
The Journal of Machine Learning Research 19 (1), 3074-3100, 2018
172018
Classification asymptotics in the random matrix regime
R Couillet, Z Liao, X Mai
2018 26th European Signal Processing Conference (EUSIPCO), 1875-1879, 2018
72018
The counterintuitive mechanism of graph-based semi-supervised learning in the big data regime
X Mai, R Couillet
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
42017
Statistical Analysis and Improvement of Large Dimensional SVM
X Mai, R Couillet
private communication, 2018
12018
High Dimensional Classification via Empirical Risk Minimization: Improvements and Optimality
X Mai, Z Liao
arXiv preprint arXiv:1905.13742, 2019
2019
Revisiting and improving semi-supervised learning: a large dimensional approach
X Mai, R Couillet
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
2019
A Large Scale Analysis of Logistic Regression: Asymptotic Performance and New Insights
X Mai, Z Liao, R Couillet
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
2019
Semi-supervised Spectral Clustering
MAI Xiaoyi, R Couillet
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 2012-2016, 2018
2018
Consistent Semi-Supervised Graph Regularization for High Dimensional Data
X Mai, R Couillet
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