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07/14/2023
DISPEL: Domain Generalization via Domain-Specific Liberating
Domain generalization aims to learn a generalization model that can perf...
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03/23/2023
SPeC: A Soft Prompt-Based Calibration on Mitigating Performance Variability in Clinical Notes Summarization
Electronic health records (EHRs) store an extensive array of patient inf...
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03/05/2023
CoRTX: Contrastive Framework for Real-time Explanation
Recent advancements in explainable machine learning provide effective an...
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02/07/2023
Efficient XAI Techniques: A Taxonomic Survey
Recently, there has been a growing demand for the deployment of Explaina...
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06/17/2022
Accelerating Shapley Explanation via Contributive Cooperator Selection
Even though Shapley value provides an effective explanation for a DNN mo...
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05/23/2020
Skewness Ranking Optimization for Personalized Recommendation
In this paper, we propose a novel optimization criterion that leverages ...
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09/30/2017