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Samuel J. Bell
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5
Chained Tuning Leads to Biased Forgetting
24 December 2024 by
Megan Ung
and
others
Computation and Language
The Multiple Dimensions of Spuriousness in Machine Learning
28 November 2024 by
Samuel Bell
and
Skyler Wang
Machine Learning
,
Artificial Intelligence
On the Role of Speech Data in Reducing Toxicity Detection Bias
12 November 2024 by
Samuel Bell
and
others
Computation and Language
,
Artificial Intelligence
An Effective Theory of Bias Amplification
29 October 2024 by
Arjun Subramonian
and
others
Machine Learning
,
Computers and Society
Reassessing the Validity of Spurious Correlations Benchmarks
6 September 2024 by
Samuel Bell
and
others
Machine Learning
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models
7 May 2024 by
Melissa Hall
and
others
Computer Vision and Pattern Recognition
,
Computers and Society
Simplicity Bias Leads to Amplified Performance Disparities
8 June 2023 by
Samuel Bell
and
Levent Sagun
Machine Learning
,
Computers and Society
Modeling the Machine Learning Multiverse
12 October 2022 by
Samuel Bell
and
others
Machine Learning
,
Methodology
The Effect of Task Ordering in Continual Learning
26 May 2022 by
Samuel Bell
and
Neil Lawrence
Machine Learning
Perspectives on Machine Learning from Psychology's Reproducibility Crisis
23 April 2021 by
Samuel Bell
and
Onno Kampman
Machine Learning
,
Artificial Intelligence
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Topics
Machine Learning
Computers and Society
Computer Vision and Pattern Recognition
Human-Computer Interaction
Methodology
Artificial Intelligence