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Workshop
Multi-Output Distributional Fairness via Post-Processing
Gang Li · Qihang Lin · Ayush Ghosh · Tianbao Yang
Workshop
What's in a Query: Examining Distribution-based Amortized Fair Ranking
Aparna Balagopalan · Kai Wang · Asia Biega · Marzyeh Ghassemi
Workshop
Measuring the Impact of Equal Treatment as Blindness via Explanations Disparity
Carlos Mougan · Salvatore Ruggieri · Laura State · Antonio Ferrara · Steffen Staab
Workshop
Sat 17:27 Measuring the Impact of Equal Treatment as Blindness via Explanations Disparity
Carlos Mougan · Salvatore Ruggieri · Laura State · Antonio Ferrara · Steffen Staab
Workshop
Evaluating Gender Bias Transfer between Pre-trained and Prompt Adapted Language Models
Nivedha Sivakumar · Natalie Mackraz · Samira Khorshidi · Krishna Patel · Barry-John Theobald · Luca Zappella · Nicholas Apostoloff
Workshop
Examining Distribution-based Amortized Fair Ranking
Aparna Balagopalan · Kai Wang · Asia Biega · Marzyeh Ghassemi
Workshop
Sat 17:27 Measuring Representational Harms in Image Generation with a Multi-Group Proportional Metric
Sangwon Jung · Claudio Mayrink Verdun · Alex Oesterling · Sajani Vithana · Taesup Moon · Flavio du Pin Calmon
Workshop
Measuring Representational Harms in Image Generation with a Multi-Group Proportional Metric
Sangwon Jung · Claudio Mayrink Verdun · Alex Oesterling · Sajani Vithana · Taesup Moon · Flavio du Pin Calmon
Workshop
Integrating Participatory Methods with Technical Fairness Solutions: Enhancing Bias Mitigation and Equity in AI Systems
Abdoul Jalil Djiberou Mahamadou · Lea Goetz
Workshop
Towards Reliable Fairness Assessments of Multi-Label Image Classifiers
Melissa Hall · Bobbie Chern · Laura Gustafson · Denisse Ventura · Harshad Kulkarni · Candace Ross · Nicolas Usunier
Workshop
Sat 17:27 Towards Reliable Fairness Assessments of Multi-Label Image Classifiers
Melissa Hall · Bobbie Chern · Laura Gustafson · Denisse Ventura · Harshad Kulkarni · Candace Ross · Nicolas Usunier
Workshop
Sat 17:27 Counterpart Fairness – Addressing Systematic Between-Group Differences in Fairness Evaluation
Yifei Wang · Zhengyang Zhou · Liqin Wang · John Laurentiev · Peter Hou · Li Zhou · Pengyu Hong