Yi Yu

According to our database, Yi Yu authored at least 16 papers between 2021 and 2025.

Collaborative distances:

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

2025

Locally Private Nonparametric Contextual Multi-armed Bandits.

Yuheng Ma, Feiyu Jiang, Zifeng Zhao, Hanfang Yang, Yi Yu

CoRR, March, 2025

Transfer Learning for Nonparametric Contextual Dynamic Pricing.

Fan Wang, Feiyu Jiang, Zifeng Zhao, Yi Yu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Network Online Change Point Localization.

Yi Yu, Oscar Hernan Madrid Padilla, Daren Wang, Alessandro Rinaldo

SIAM J. Math. Data Sci., March, 2024

Contextual Dynamic Pricing: Algorithms, Optimality, and Local Differential Privacy Constraints.

Zifeng Zhao, Feiyu Jiang, Yi Yu

CoRR, 2024

Quickest Detection in High-Dimensional Linear Regression Models via Implicit Regularization.

Qunzhi Xu, Yi Yu, Yajun Mei

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Change point detection and inference in multivariate non-parametric models under mixing conditions.

Carlos Misael Madrid Padilla, Haotian Xu, Daren Wang, Oscar Hernan Madrid Padilla, Yi Yu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Optimal Nonparametric Multivariate Change Point Detection and Localization.

Oscar Hernan Madrid Padilla, Yi Yu, Daren Wang, Alessandro Rinaldo

IEEE Trans. Inf. Theory, 2022

Graph matching beyond perfectly-overlapping Erdős-Rényi random graphs.

Yaofang Hu, Wanjie Wang, Yi Yu

Stat. Comput., 2022

Functional Linear Regression with Mixed Predictors.

Daren Wang, Zifeng Zhao, Yi Yu, Rebecca Willett

J. Mach. Learn. Res., 2022

Change point localization in dependent dynamic nonparametric random dot product graphs.

Oscar Hernan Madrid Padilla, Yi Yu, Carey E. Priebe

J. Mach. Learn. Res., 2022

Change-point Detection for Sparse and Dense Functional Data in General Dimensions.

Carlos Misael Madrid Padilla, Daren Wang, Zifeng Zhao, Yi Yu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Optimal partition recovery in general graphs.

Yi Yu, Oscar Hernan Madrid Padilla, Alessandro Rinaldo

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients.

Fan Wang, Oscar Hernan Madrid Padilla, Yi Yu, Alessandro Rinaldo

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Optimal network online change point localisation.

Yi Yu, Oscar Hernan Madrid Padilla, Daren Wang, Alessandro Rinaldo

CoRR, 2021

Lattice partition recovery with dyadic CART.

Oscar Hernan Madrid Padilla, Yi Yu, Alessandro Rinaldo

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Localizing Changes in High-Dimensional Regression Models.

Alessandro Rinaldo, Daren Wang, Qin Wen, Rebecca Willett, Yi Yu

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021