Yidong Zhou

• Educational Background & Specialties
• Publications

Educational Background & Specialties

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Educational Background

• Ph.D.: Statistics, University of California, Davis, 2024
• B.S.: Statistics, University of Science and Technology of China, 2019

Specialties

• Machine learning
• Causal inference
• Nonparametric statistics

Publications

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Publications

• Zhou, Y., Iao, S.I., Müller, H.G. (2026). End-to-End Deep Learning for Predicting Metric Space-Valued Outputs. Journal of Machine Learning Research, 27, 1–38.
• Song*, W., Zhou*, H., Zhou*, Y., Müller, H.G. (2026). Non-Euclidean Data Analysis With Metric Statistics. Harvard Data Science Review, 8.
• Iao, S.I., Zhou, Y., Müller, H.G. (2025). Deep Fréchet Regression. Journal of the American Statistical Association, 120, 1437–1448.
• Zhou, Y., Müller, H.G. (2025). Dynamic Modelling of Sparse Longitudinal Data and Functional Snippets with Stochastic Differential Equations. Journal of the Royal Statistical Society Series B: Statistical Methodology, 87, 833–849.