Xiaoyi Mai
According to our database1,
Xiaoyi Mai
authored at least 12 papers
between 2017 and 2024.
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2024
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Bibliography
2024
The Breakdown of Gaussian Universality in Classification of High-dimensional Mixtures.
CoRR, 2024
Proceedings of the 32nd European Signal Processing Conference, 2024
2022
On The Effectiveness of Active Learning by Uncertainty Sampling in Classification of High-Dimensional Gaussian Mixture Data.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
J. Mach. Learn. Res., 2021
2019
High Dimensional Classification via Empirical Risk Minimization: Improvements and Optimality.
CoRR, 2019
A Large Scale Analysis of Logistic Regression: Asymptotic Performance and New Insights.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data.
J. Mach. Learn. Res., 2018
Proceedings of the 26th European Signal Processing Conference, 2018
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.
CoRR, 2017
The counterintuitive mechanism of graph-based semi-supervised learning in the big data regime.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017