1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2023
The Fairness Stitch: Unveiling the Potential of Model Stitching in Neural Network De-Biasing
Modar Sulaiman, Kallol Roy
The pursuit of fairness in machine learning models has emerged as a critical research challenge in different applications ranging from bank loan approval to face detection. Despite…
cs.LG2023
Stress and Adaptation: Applying Anna Karenina Principle in Deep Learning for Image Classification
Nesma Mahmoud, Hanna Antson, Jaesik Choi +2
Image classification with deep neural networks has reached state-of-art with high accuracy. This success is attributed to good internal representation features that bypasses the di…
cs.LG2022★ 1 cited
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain
Modar Sulaiman, Kallol Roy
Educational technologies nowadays increasingly use data and Machine Learning (ML) models. This gives the students, instructors, and administrators support and insights for the opti…