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Occupation classification
A dataset of short biographies scraped from the web, annotated for private attribute gender and target occupation labels. -
Emoji prediction and occupation classification
Two binary classification tasks with binary protected attributes: emoji prediction and occupation classification. -
RusBoost: A hybrid approach to alleviating class imbalance
RusBoost: A hybrid approach to alleviating class imbalance -
Empirical evaluation of imbalance data strategies
This research tested the following well known strategies to deal with binary imbalanced data on 82 different real life data sets -
Self-Balanced Domain Generalization
Domain generalization aims to learn a prediction model on multi-domain source data such that the model can generalize to a target domain with unknown statistics.
