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Workshop
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Sun 8:30
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Invited talk: data-driven vs inductive bias-driven methods in machine learning and the physical sciences
Lukas Heinrich
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Poster
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Fri 11:00
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To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation
Chenxi Zhao · Jinglei Shi · Liqiang Nie · Jufeng Yang
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Poster
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Thu 11:00
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Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random
Mingming Ha · Taoxuewen · Wenfang Lin · QIONGXU MA · Wujiang Xu · Linxun Chen
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Workshop
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Sun 9:00
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Panel: data-driven vs inductive bias-driven methods in machine learning and the physical sciences
Animashree Anandkumar · Naoya Takeishi · Johannes Brandstetter
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Poster
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Fri 16:30
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Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
Xilin He · Jingyu Hu · Qinliang Lin · Cheng Luo · Weicheng Xie · Siyang Song · Muhammad Haris Khan · Linlin Shen
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Poster
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Thu 16:30
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IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing
Wenjun Zhang · Liangxiao Jiang · Chaoqun Li
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Poster
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Thu 16:30
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Learning De-Biased Representations for Remote-Sensing Imagery
Zichen Tian · Zhaozheng CHEN · QIANRU SUN
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Poster
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Fri 11:00
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Implicit Optimization Bias of Next-token Prediction in Linear Models
Christos Thrampoulidis
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Affinity Event
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Enhancing Medical NLP Systems: Integrating Upstash Vector and BGE-M3 for Accurate and Ethical Healthcare Data Management with Reduced Bias
BINXI XIE
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Affinity Event
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Responsible Rhymes : Bias Mitigation of Gender Stereotypes using corpora
Harini S
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Affinity Event
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The Root Shapes the Fruit: On the Persistence of Gender-Exclusive Harms in Aligned Language Models
Anaelia Ovalle · Krunoslav Lehman Pavasovic · Louis Martin · Luke Zettlemoyer · Eric Michael Smith · Kai-Wei Chang · Adina Williams · Levent Sagun
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Poster
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Wed 11:00
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Addressing Bias in Online Selection with Limited Budget of Comparisons
Ziyad Benomar · Evgenii Chzhen · Nicolas Schreuder · Vianney Perchet
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