Xiaoyi Mai

15 papers A* 1Misc 5Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
The Breakdown of Gaussian Universality in Classification of High-dimensional Linear Factor Mixtures.
ICLR
Xiaoyi Mai, Zhenyu Liao
2025 J jnl
Whitening Spherical Gaussian Mixtures in the Large-Dimensional Regime.
CoRR
Mohammed Racim Moussa Boudjemaa, Alper Kalle, Xiaoyi Mai, José Henrique de Morais Goulart, Cédric Févotte
2024 — conf
Inconsistency of ESPRIT DoA Estimation for Large Arrays and a Correction via RMT.
EUSIPCO
Wei Yang, Zhengyu Wang, Xiaoyi Mai, Zenan Ling, Robert Caiming Qiu, Zhenyu Liao
2024 J jnl
The Breakdown of Gaussian Universality in Classification of High-dimensional Mixtures.
CoRR
Xiaoyi Mai, Zhenyu Liao
2022 Misc conf
On The Effectiveness of Active Learning by Uncertainty Sampling in Classification of High-Dimensional Gaussian Mixture Data.
ICASSP
Xiaoyi Mai, Salman Avestimehr, Antonio Ortega, Mahdi Soltanolkotabi
2021 J jnl
Consistent Semi-Supervised Graph Regularization for High Dimensional Data.
J. Mach. Learn. Res.
Xiaoyi Mai, Romain Couillet
2020 J jnl
Consistent Semi-Supervised Graph Regularization for High Dimensional Data.
CoRR
Xiaoyi Mai, Romain Couillet
2019 Misc conf
A Large Scale Analysis of Logistic Regression: Asymptotic Performance and New Insights.
ICASSP
Xiaoyi Mai, Zhenyu Liao, Romain Couillet
2019 J jnl
High Dimensional Classification via Empirical Risk Minimization: Improvements and Optimality.
CoRR
Xiaoyi Mai, Zhenyu Liao
2019 Misc conf
Revisiting and Improving Semi-supervised Learning: A Large Dimensional Approach.
ICASSP
Xiaoyi Mai, Romain Couillet
2018 J jnl
A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data.
J. Mach. Learn. Res.
Xiaoyi Mai
2018 — conf
Classification Asymptotics in the Random Matrix Regime.
EUSIPCO
Romain Couillet, Zhenyu Liao, Xiaoyi Mai
2018 Misc conf
Semi-Supervised Spectral Clustering.
ACSSC
Xiaoyi Mai, Romain Couillet
2017 J jnl
A random matrix analysis and improvement of semi-supervised learning for large dimensional data.
CoRR
Xiaoyi Mai, Romain Couillet
2017 Misc conf
The counterintuitive mechanism of graph-based semi-supervised learning in the big data regime.
ICASSP
Xiaoyi Mai, Romain Couillet