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162 Results
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Poster
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Fri 11:00 |
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions Zheng Wang · Geyong Min · Wenjie Ruan |
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Affinity Event
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Mitigating Bias in Queer Representation within Large Language Models: A Collaborative Agent Approach Tianyi Huang · Arya Somasundaram |
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Poster
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Wed 11:00 |
Addressing Bias in Online Selection with Limited Budget of Comparisons Ziyad Benomar · Evgenii Chzhen · Nicolas Schreuder · Vianney Perchet |
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Poster
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Fri 16:30 |
Understanding Bias in Large-Scale Visual Datasets Boya Zeng · Yida Yin · Zhuang Liu |
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Affinity Event
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What’s Left After Distillation? How Knowledge Transfer Impacts Fairness and Bias Aida Mohammadshahi · Yani Ioannou |
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Poster
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Wed 16:30 |
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias Shan Chen · Jack Gallifant · Mingye Gao · Pedro Moreira · Nikolaj Munch · Ajay Muthukkumar · Arvind Rajan · Jaya Kolluri · Amelia Fiske · Janna Hastings · Hugo Aerts · Brian Anthony · Leo Anthony Celi · William La Cava · Danielle Bitterman |
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Poster
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Fri 11:00 |
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation Hanzhang Zhou · Zijian Feng · Zixiao Zhu · Junlang Qian · Kezhi Mao |
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Poster
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Fri 11:00 |
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering Jie Ma · Min Hu · Pinghui Wang · Wangchun Sun · Lingyun Song · Hongbin Pei · Jun Liu · Youtian Du |
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Poster
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Thu 11:00 |
Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency Yiran Liu · Ke Yang · Zehan Qi · Xiao Liu · Yang Yu · Cheng Xiang Zhai |
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Poster
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Wed 11:00 |
Distributed Least Squares in Small Space via Sketching and Bias Reduction Sachin Garg · Kevin Tan · Michal Derezinski |
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Poster
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Fri 11:00 |
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective Yi Ren · Shangmin Guo · Linlu Qiu · Bailin Wang · Danica J. Sutherland |
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Poster
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Thu 11:00 |
On the Inductive Bias of Stacking Towards Improving Reasoning Nikunj Saunshi · Stefani Karp · Shankar Krishnan · Sobhan Miryoosefi · Sashank Jakkam Reddi · Sanjiv Kumar |