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Hsiang Hsu

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OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning

Feb 06, 2024
Wei-Cheng Huang, Chun-Fu Chen, Hsiang Hsu

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Machine Unlearning for Image-to-Image Generative Models

Feb 02, 2024
Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu

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Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation

Feb 01, 2024
Hsiang Hsu, Guihong Li, Shaohan Hu, Chun-Fu, Chen

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Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models

Dec 22, 2023
Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu

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Arbitrariness Lies Beyond the Fairness-Accuracy Frontier

Jun 15, 2023
Carol Xuan Long, Hsiang Hsu, Wael Alghamdi, Flavio P. Calmon

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Arbitrary Decisions are a Hidden Cost of Differentially-Private Training

Feb 28, 2023
Bogdan Kulynych, Hsiang Hsu, Carmela Troncoso, Flavio P. Calmon

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Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks

Sep 17, 2022
Marguerite B. Basta, Sarfaraz Hussein, Hsiang Hsu, Flavio P. Calmon

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Beyond Adult and COMPAS: Fairness in Multi-Class Prediction

Jun 15, 2022
Wael Alghamdi, Hsiang Hsu, Haewon Jeong, Hao Wang, P. Winston Michalak, Shahab Asoodeh, Flavio P. Calmon

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Rashomon Capacity: A Metric for Predictive Multiplicity in Probabilistic Classification

Jun 02, 2022
Hsiang Hsu, Flavio du Pin Calmon

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