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Chi-Hua Wang

Data Deletion for Linear Regression with Noisy SGD

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Oct 12, 2024
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Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data

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Jun 19, 2024
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Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models

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Jun 18, 2024
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BadGD: A unified data-centric framework to identify gradient descent vulnerabilities

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May 24, 2024
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Discriminative Estimation of Total Variation Distance: A Fidelity Auditor for Generative Data

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May 24, 2024
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Downstream Task-Oriented Generative Model Selections on Synthetic Data Training for Fraud Detection Models

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Jan 01, 2024
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Improve Fidelity and Utility of Synthetic Credit Card Transaction Time Series from Data-centric Perspective

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Jan 01, 2024
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On the Utility Recovery Incapability of Neural Net-based Differential Private Tabular Training Data Synthesizer under Privacy Deregulation

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Nov 28, 2022
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Always Valid Risk Monitoring for Online Matrix Completion

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Nov 18, 2022
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Non-Stationary Dynamic Pricing Via Actor-Critic Information-Directed Pricing

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Aug 19, 2022
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