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Poster
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Wed 16:30
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The Price of Implicit Bias in Adversarially Robust Generalization
Nikolaos Tsilivis · Natalie Frank · Nati Srebro · Julia Kempe
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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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Workshop
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Measuring Implicit Bias in Explicitly Unbiased Large Language Models
Xuechunzi Bai · Angelina Wang · Ilia Sucholutsky · Tom Griffiths
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Workshop
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Investigating Implicit Bias in Large Language Models: A Large-Scale Study of Over 50 LLMs
Divyanshu Kumar · Umang Jain · Sahil Agarwal · Prashanth Harshangi
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Workshop
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Measuring Implicit Bias in Explicitly Unbiased Large Language Models
Xuechunzi Bai · Angelina Wang · Ilia Sucholutsky · Tom Griffiths
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Poster
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The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing
Yang Xu · Yihong Gu · Cong Fang
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Workshop
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SGD and Weight Decay Secretly Minimize the Rank of Your Neural Network
Tomer Galanti · Zachary Siegel · Aparna Gupte · Tomaso Poggio
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Poster
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Wed 16:30
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Implicit Bias of Mirror Flow on Separable Data
Scott Pesme · Radu-Alexandru Dragomir · Nicolas Flammarion
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Workshop
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Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks
Nikolaos Tsilivis · Gal Vardi · Julia Kempe
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Poster
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Fri 11:00
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The Implicit Bias of Adam on Separable Data
Chenyang Zhang · Difan Zou · Yuan Cao
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Workshop
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Implicit Bias of Adam versus Gradient Descent in One-Hidden-Layer Neural Networks
Bhavya Vasudeva · Vatsal Sharan · Mahdi Soltanolkotabi
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Poster
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Wed 16:30
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How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks
Etai Littwin · Omid Saremi · Madhu Advani · Vimal Thilak · Preetum Nakkiran · Chen Huang · Joshua Susskind
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