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Workshop
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Exploring AUC-like metrics to propose threshold-independent fairness evaluation
Daniel Gratti · Thalita Veronese · Marcos M. Raimundo
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Workshop
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Sat 17:27
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The Intersectionality Problem for Algorithmic Fairness
Johannes Himmelreich · Arbie Hsu · Kristian Lum · Ellen Veomett
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Workshop
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The Intersectionality Problem for Algorithmic Fairness
Johannes Himmelreich · Arbie Hsu · Kristian Lum · Ellen Veomett
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Workshop
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Advancing Agentic Systems: Dynamic Task Decomposition, Tool Integration and Evaluation using Novel Metrics and Dataset
Shankar Kumar Jeyakumar · Alaa Ahmad · Adrian Gabriel
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Workshop
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The Search for Less Discriminatory Algorithms: Limits and Opportunities
Benjamin Laufer · Manish Raghavan · Solon Barocas
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Workshop
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Examining Distribution-based Amortized Fair Ranking
Aparna Balagopalan · Kai Wang · Asia Biega · Marzyeh Ghassemi
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Workshop
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Sat 17:27
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Measuring the Impact of Equal Treatment as Blindness via Explanations Disparity
Carlos Mougan · Salvatore Ruggieri · Laura State · Antonio Ferrara · Steffen Staab
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Workshop
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What's in a Query: Examining Distribution-based Amortized Fair Ranking
Aparna Balagopalan · Kai Wang · Asia Biega · Marzyeh Ghassemi
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Workshop
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Measuring the Impact of Equal Treatment as Blindness via Explanations Disparity
Carlos Mougan · Salvatore Ruggieri · Laura State · Antonio Ferrara · Steffen Staab
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Poster
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Wed 16:30
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Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models
Lai Wei · Zhiquan Tan · Chenghai Li · Jindong Wang · Weiran Huang
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Workshop
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Towards Better Fairness Metrics for Counter-Human Trafficking AI Initiatives
Vidya Sujaya · Pratheeksha Nair · Reihaneh Rabbany
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Workshop
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Toward Large Language Models that Benefit for All: Benchmarking Group Fairness in Reward Models
Kefan Song · Jin Yao · Shangtong Zhang
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