2 papers
cs.LG2026
The Role of Causal Features in Strategic Classification for Robustness and Alignment
Antonio Gois, Sophia Gunluk, Nir Rosenfeld +3
In strategic classification, an institution (e.g., a bank) anticipates adaptation from users who change their features to increase utility in a classification task (e.g., loan repa…
cs.AI2026
RobustDebias: Debiasing Language Models using Distributionally Robust Optimization
Deep Gandhi, Katyani Singh, Nidhi Hegde
Pretrained language models have been shown to exhibit biases and social stereotypes. Prior work on debiasing these models has largely focused on modifying embedding spaces during p…