Chi-Hua Wang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Comprehensive Evaluation

Linear Regression Models

Dynamic Pricing

Top Venues

Trans. Mach. Learn. Res.

Publications

Lan Tao, Shirong Xu, Chi-Hua Wang, Namjoon Suh, Guang Cheng
Discriminative Estimation of Total Variation Distance: A Fidelity Auditor for Generative Data. CoRR (2024)
Din-Yin Hsieh, Chi-Hua Wang, Guang Cheng
Improve Fidelity and Utility of Synthetic Credit Card Transaction Time Series from Data-centric Perspective. CoRR (2024)
Yinan Cheng, Chi-Hua Wang, Vamsi K. Potluru, Tucker Balch, Guang Cheng
Downstream Task-Oriented Generative Model Selections on Synthetic Data Training for Fraud Detection Models. CoRR (2024)
Yu Xia, Chi-Hua Wang, Joshua Mabry, Guang Cheng
Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data. CoRR (2024)
Chi-Hua Wang, Guang Cheng
BadGD: A unified data-centric framework to identify gradient descent vulnerabilities. CoRR (2024)
Joshua Ward, Chi-Hua Wang, Guang Cheng
Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models. CoRR (2024)
Chi-Hua Wang, Wenjie Li, Guang Lin
Federated High-Dimensional Online Decision Making. Trans. Mach. Learn. Res. 2023 (2023)
Wenjie Li, Chi-Hua Wang, Guang Cheng, Qifan Song
Optimum-statistical Collaboration Towards General and Efficient Black-box Optimization. Trans. Mach. Learn. Res. 2023 (2023)
Shuang Wu, Chi-Hua Wang, Yuantong Li, Guang Cheng
Residual bootstrap exploration for stochastic linear bandit. UAI (2022)
Chi-Hua Wang, Wenjie Li
Always Valid Risk Monitoring for Online Matrix Completion. CoRR (2022)
Chi-Hua Wang, Wenjie Li, Guang Cheng, Guang Lin
Federated Online Sparse Decision Making. CoRR (2022)
Po-Yi Liu, Chi-Hua Wang, Heng-Hsui Tsai
Non-Stationary Dynamic Pricing Via Actor-Critic Information-Directed Pricing. CoRR (2022)
Yucong Liu, Chi-Hua Wang, Guang Cheng
On the Utility Recovery Incapability of Neural Net-based Differential Private Tabular Training Data Synthesizer under Privacy Deregulation. CoRR (2022)
Shuang Wu, Chi-Hua Wang, Yuantong Li, Guang Cheng
Residual Bootstrap Exploration for Stochastic Linear Bandit. CoRR (2022)
Yuantong Li, Chi-Hua Wang, Guang Cheng, Will Wei Sun
Rate-Optimal Contextual Online Matching Bandit. CoRR (2022)
Yuantong Li, Chi-Hua Wang, Guang Cheng
Online Forgetting Process for Linear Regression Models. AISTATS (2021)
Wenjie Li, Chi-Hua Wang, Guang Cheng
Optimum-statistical collaboration towards efficient black-box optimization. CoRR (2021)
Chi-Hua Wang, Yang Yu, Botao Hao, Guang Cheng
Residual Bootstrap Exploration for Bandit Algorithms. CoRR (2020)
Chi-Hua Wang, Guang Cheng
Online Batch Decision-Making with High-Dimensional Covariates. CoRR (2020)
Yuantong Li, Chi-Hua Wang, Guang Cheng
Online Forgetting Process for Linear Regression Models. CoRR (2020)
Chi-Hua Wang, Guang Cheng
Online Batch Decision-Making with High-Dimensional Covariates. AISTATS (2020)
Chi-Hua Wang, Zhanyu Wang, Will Wei Sun, Guang Cheng
Online Regularization for High-Dimensional Dynamic Pricing Algorithms. CoRR (2020)
Chi-Hua Wang, Yu-Hsiang Lin, Kun-Shu Huang, Bore-Kuen Lee, Kuo-Bin Lin, Chi-Kuang Hwang
Constant speed VSC of a spherical robot driven by Omni wheels. ICMLC (2011)