3 papers
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.CL2025
Exploring Gender Differences in Chronic Pain Discussions on Reddit
Ancita Maria Andrade, Tanvi Banerjee, Ramakrishna Mundugar
Pain is an inherent part of human existence, manifesting as both physical and emotional experiences, and can be categorized as either acute or chronic. Over the years, extensive re…
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…