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Samuel J. Bell

The Multiple Dimensions of Spuriousness in Machine Learning

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Nov 07, 2024
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Reassessing the Validity of Spurious Correlations Benchmarks

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Sep 06, 2024
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Towards Geographic Inclusion in the Evaluation of Text-to-Image Models

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May 07, 2024
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Simplicity Bias Leads to Amplified Performance Disparities

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Dec 13, 2022
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Modeling the Machine Learning Multiverse

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Jun 13, 2022
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The Effect of Task Ordering in Continual Learning

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May 26, 2022
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Behavioral Experiments for Understanding Catastrophic Forgetting

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Oct 22, 2021
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Perspectives on Machine Learning from Psychology's Reproducibility Crisis

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Apr 23, 2021
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