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cs.LG2025
Handling Extreme Class Imbalance: Using GANs in Data Augmentation for Suicide Prediction
Vaishnavi Visweswaraiah, Tanvi Banerjee, William Romine
Suicide prediction is the key for prevention, but real data with sufficient positive samples is rare and causes extreme class imbalance. We utilized machine learning (ML) to build…
cs.LG2024
Debias-CLR: A Contrastive Learning Based Debiasing Method for Algorithmic Fairness in Healthcare Applications
Ankita Agarwal, Tanvi Banerjee, William Romine +1
Artificial intelligence based predictive models trained on the clinical notes can be demographically biased. This could lead to adverse healthcare disparities in predicting outcome…