Federated Item Response Models: A Gradient-driven Privacy-preserving Framework for Distributed Psychometric Estimation
arXiv:2506.21744v2 Announce Type: replace-cross
Abstract: Item Response Theory (IRT) models are widely used to estimate respondents’ latent abilities and calibrate item difficulty. Traditional IRT estimation typically requires centralizing all raw res…