Zebin Yang

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Stable Subsampling under Model Misspecification and Covariate Shift.
ACM Trans. Knowl. Discov. Data
Jinjing Yang, Shaohua Xu, Zebin Yang, Aijun Zhang, Yong-Dao Zhou
2024 J jnl
A Sequential Stein's Method for Faster Training of Additive Index Models.
IEEE Trans. Neural Networks Learn. Syst.
Hengtao Zhang, Zebin Yang, Agus Sudjianto, Aijun Zhang
2024 J jnl
Efficient Model-Free Subsampling Method for Massive Data.
Technometrics
Zheng Zhou, Zebin Yang, Aijun Zhang, Yong-Dao Zhou
2024 J jnl
Inherently Interpretable Tree Ensemble Learning.
CoRR
Zebin Yang, Agus Sudjianto, Xiaoming Li, Aijun Zhang
2023 J jnl
Single-Index Model Tree.
IEEE Trans. Knowl. Data Eng.
Agus Sudjianto, Zebin Yang, Aijun Zhang
2021 J jnl
An effective SteinGLM initialization scheme for training multi-layer feedforward sigmoidal neural networks.
Neural Networks
Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang
2021 J jnl
Enhancing Explainability of Neural Networks Through Architecture Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Zebin Yang, Aijun Zhang, Agus Sudjianto
2021 J jnl
GAMI-Net: An explainable neural network based on generalized additive models with structured interactions.
Pattern Recognit.
Zebin Yang, Aijun Zhang, Agus Sudjianto
2021 J jnl
Hyperparameter Optimization via Sequential Uniform Designs.
J. Mach. Learn. Res.
Zebin Yang, Aijun Zhang
2020 J jnl
An Effective and Efficient Initialization Scheme for Multi-layer Feedforward Neural Networks.
CoRR
Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang
2020 J jnl
Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions.
CoRR
Yifeng Guo, Yu Su, Zebin Yang, Aijun Zhang
2020 J jnl
GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured Interactions.
CoRR
Zebin Yang, Aijun Zhang, Agus Sudjianto
2020 J jnl
Hyperparameter Optimization via Sequential Uniform Designs.
CoRR
Zebin Yang, Aijun Zhang
2020 J jnl
Unwrapping The Black Box of Deep ReLU Networks: Interpretability, Diagnostics, and Simplification.
CoRR
Agus Sudjianto, William Knauth, Rahul Singh, Zebin Yang, Aijun Zhang
2019 J jnl
Enhancing Explainability of Neural Networks through Architecture Constraints.
CoRR
Zebin Yang, Aijun Zhang, Agus Sudjianto
2019 J jnl
Interval-valued data prediction via regularized artificial neural network.
Neurocomputing
Zebin Yang, Dennis K. J. Lin, Aijun Zhang
2016 J jnl
Prediction-Based Multi-Objective Optimization for Oil Purchasing and Distribution with the NSGA-II Algorithm.
Int. J. Inf. Technol. Decis. Mak.
Lean Yu, Zebin Yang, Ling Tang