2 papers
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…
cs.CV2023
Document Image Cleaning using Budget-Aware Black-Box Approximation
Ganesh Tata, Katyani Singh, Eric Van Oeveren +1
Recent work has shown that by approximating the behaviour of a non-differentiable black-box function using a neural network, the black-box can be integrated into a differentiable t…