Xuetong Wu

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Theoretic Analysis

Generalization Error

Transfer Learning

Top Venues

Publications

Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
A Bayesian approach to (online) transfer learning: Theory and algorithms. Artif. Intell. 324 (2023)
Junzhang Jia, Xuetong Wu, Jingge Zhu, Jamie S. Evans
On the Value of Stochastic Side Information in Online Learning. CoRR (2023)
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
On the tightness of information-theoretic bounds on generalization error of learning algorithms. CoRR (2023)
Junzhang Jia, Xuetong Wu, Jamie S. Evans, Jingge Zhu
On the Value of Stochastic Side Information in Online Learning. ICASSP (2023)
Xuetong Wu, Mingming Gong, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis. CoRR (2022)
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
Fast Rate Generalization Error Bounds: Variations on a Theme. ITW (2022)
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
Fast Rate Generalization Error Bounds: Variations on a Theme. CoRR (2022)
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
An Information-Theoretic Analysis for Transfer Learning: Error Bounds and Applications. CoRR (2022)
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
A Bayesian Approach to (Online) Transfer Learning: Theory and Algorithms. CoRR (2021)
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
Online Transfer Learning: Negative Transfer and Effect of Prior Knowledge. CoRR (2021)
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
Online Transfer Learning: Negative Transfer and Effect of Prior Knowledge. ISIT (2021)
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
Information-theoretic analysis for transfer learning. ISIT (2020)
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu
Information-theoretic analysis for transfer learning. CoRR (2020)
Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Zobaida Edib, Michelle Peate
Imputation techniques on missing values in breast cancer treatment and fertility data. CoRR (2020)
Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Zobaida Edib, Michelle Peate
Transfer learning to enhance amenorrhea status prediction in cancer and fertility data with missing values. CoRR (2020)
Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Zobaida Edib, Michelle Peate
Imputation techniques on missing values in breast cancer treatment and fertility data. Health Inf. Sci. Syst. 7 (1) (2019)