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Hsiang Hsu

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LLM Hallucination Reasoning with Zero-shot Knowledge Test

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Nov 14, 2024
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OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning

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Feb 06, 2024
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Machine Unlearning for Image-to-Image Generative Models

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Feb 02, 2024
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Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation

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Feb 01, 2024
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Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models

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Dec 22, 2023
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Arbitrariness Lies Beyond the Fairness-Accuracy Frontier

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Jun 15, 2023
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Arbitrary Decisions are a Hidden Cost of Differentially-Private Training

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Feb 28, 2023
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Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks

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Sep 17, 2022
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Beyond Adult and COMPAS: Fairness in Multi-Class Prediction

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Jun 15, 2022
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Rashomon Capacity: A Metric for Predictive Multiplicity in Probabilistic Classification

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Jun 02, 2022
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