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A Theoretical Approach to Characterize the Accuracy-Fairness Trade-off Pareto Frontier.

, , , and . CoRR, (2023)

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ExAD: An Ensemble Approach for Explanation-based Adversarial Detection., , , , , , and . CoRR, (2021)Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities., , , , , , , , , and 2 other author(s). CoRR, (2023)From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning., , , , , , and . CoRR, (2023)Efficient GNN Explanation via Learning Removal-based Attribution., , , , , , and . CoRR, (2023)Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification., , , , , , , , , and 2 other author(s). CoRR, (2023)Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications., , , , , , , , , and 1 other author(s). CoRR, (2023)Knowledge Enhanced Deep Learning: Application to Pandemic Prediction., , , , and . CIC, page 42-51. IEEE, (2023)Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract)., , , , and . AAAI, page 23712-23713. AAAI Press, (2024)XGBD: Explanation-Guided Graph Backdoor Detection., , and . ECAI, volume 372 of Frontiers in Artificial Intelligence and Applications, page 932-939. IOS Press, (2023)Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training., , , , , , , , , and 6 other author(s). BIBM, page 1294-1299. IEEE, (2023)