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03/21/2023
Continual Learning in the Presence of Spurious Correlation
Most continual learning (CL) algorithms have focused on tackling the sta...
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03/01/2023
Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization
Many existing group fairness-aware training methods aim to achieve the g...
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02/07/2022
Dataset Condensation with Contrastive Signals
Recent studies have demonstrated that gradient matching-based dataset sy...
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11/29/2021
Learning Fair Classifiers with Partially Annotated Group Labels
Recently, fairness-aware learning have become increasingly crucial, but ...
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03/30/2020