Xiaoyi Mai

According to our database, Xiaoyi Mai authored at least 10 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

On The Effectiveness of Active Learning by Uncertainty Sampling in Classification of High-Dimensional Gaussian Mixture Data.

Xiaoyi Mai, Salman Avestimehr, Antonio Ortega, Mahdi Soltanolkotabi

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Consistent Semi-Supervised Graph Regularization for High Dimensional Data.

Xiaoyi Mai, Romain Couillet

J. Mach. Learn. Res., 2021

2019

High Dimensional Classification via Empirical Risk Minimization: Improvements and Optimality.

Xiaoyi Mai, Zhenyu Liao

CoRR, 2019

A Large Scale Analysis of Logistic Regression: Asymptotic Performance and New Insights.

Xiaoyi Mai, Zhenyu Liao, Romain Couillet

Proceedings of the IEEE International Conference on Acoustics, 2019

Revisiting and Improving Semi-supervised Learning: A Large Dimensional Approach.

Xiaoyi Mai, Romain Couillet

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data.

Xiaoyi Mai

J. Mach. Learn. Res., 2018

Classification Asymptotics in the Random Matrix Regime.

Romain Couillet, Zhenyu Liao, Xiaoyi Mai

Proceedings of the 26th European Signal Processing Conference, 2018

Semi-Supervised Spectral Clustering.

Xiaoyi Mai, Romain Couillet

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

A random matrix analysis and improvement of semi-supervised learning for large dimensional data.

Xiaoyi Mai, Romain Couillet

CoRR, 2017

The counterintuitive mechanism of graph-based semi-supervised learning in the big data regime.

Xiaoyi Mai, Romain Couillet

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017