conftrace_

representation disparity

3 papers

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Co-occurring keywords · papers mentioning both

multi-learner system (1) group retention (1) user dynamics (1) participation dynamic (1) equilibrium stability (1) risk reduction (1) segmented equilibrium (1) model update (1) minority group (1) group fairness (1)

Papers

Emergent specialization from participation dynamics and multi-learner retraining AISTATS 2024 Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness NeurIPS 2019 Fairness Without Demographics in Repeated Loss Minimization ICML 2018