3 papers
cs.CY2026
Ethical Fairness in Ubiquitous Health Sensing without Known Attributes
Shaily Roy, Harshit Sharma, Daniel A. Adler +3
Wearable and mobile sensing models infer health and well-being in everyday life, yet strong average performance can conceal failures for particular people, contexts, or devices. Ex…
cs.CL2025
Generalization Gaps in Political Fake News Detection: An Empirical Study on the LIAR Dataset
S Mahmudul Hasan, Shaily Roy, Akib Jawad Nafis
The proliferation of linguistically subtle political disinformation poses a significant challenge to automated fact-checking systems. Despite increasing emphasis on complex neural…
cs.LG2024
CurvFed: Curvature-Aligned Federated Learning for Fairness without Demographics
Harshit Sharma, Shaily Roy, Asif Salekin
Modern human sensing applications often rely on data distributed across users and devices, where privacy concerns prevent centralized training. Federated Learning (FL) addresses th…