Welcome to Xin Bing's homepage

- Name in mandarin: 邴欣
- English name: Mike
- Current position: Assistant Professor
- Affiliation: Department of Statistical Sciences, University of Toronto.

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News

Apr 29, 2026 Congratulations to Bingqing on winning the Student/Postdoctoral Travel Scholarship for the ICSA Canada Chapter 2026 Symposium!
Apr 08, 2026 Our paper A New Regression Lens on Multi-Class Classification has been accepted by Bernoulli, 2026+. It develops a new flexible regression framework for handling multi-class classification tasks.
Sep 12, 2025 Our new paper Convergence and Optimality of the EM Algorithm Under Multi-Component Gaussian Mixture Models is available on arXiv. We establish the minimax optimal rate of convergence of the EM algorithm for multi-component GMMs in full generality.
Mar 21, 2025 Our paper Optimal vintage factor analysis with deflation varimax has been accepted by The Annals of Statistics, 2025+.
Mar 20, 2025 Our new paper Kernel Ridge Regression with Predicted Feature Inputs and Applications to Factor-Based Nonparametric Regression is available on arXiv. It provides a sharp prediction risk guarantee for kernel ridge regression when the true regression features must be predicted.