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Workshop
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Improving Bias Metrics in Vision-Language Models by Addressing Inherent Model Disabilities
Lakshmipathi Balaji Darur · Shanmukha Sai Keerthi Gouravarapu · Shashwat Goel · Ponnurangam Kumaraguru
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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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Sun 11:20
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Revealing the Learning Process in Reinforcement Learning Agents Through Attention-Oriented Metrics
Charlotte Beylier · Simon M. Hofmann · Nico Scherf
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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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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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Sat 17:27
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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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Poster
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Thu 16:30
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Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions
Khai Nguyen · Nhat Ho
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Workshop
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Sat 17:27
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Multi-Output Distributional Fairness via Post-Processing
Gang Li · Qihang Lin · Ayush Ghosh · Tianbao Yang
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Workshop
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Sat 17:27
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Counterpart Fairness – Addressing Systematic Between-Group Differences in Fairness Evaluation
Yifei Wang · Zhengyang Zhou · Liqin Wang · John Laurentiev · Peter Hou · Li Zhou · Pengyu Hong
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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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Affinity Event
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Out-of-Distribution performance as a proxy metric for graph neural network explainers in the absence of ground-truth explanations
Guadalupe Gonzalez · Chirag Agarwal · Siddharth Betala
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Affinity Event
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Text-Image Concept Human Alignment Dataset and Metric
Maria Alejandra Bravo
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