We don't need no labels: Estimating post-deployment model performance under covariate shift without ground truth. - Jakub Bialek; Wojtek Kuberski; Nikolaos Perrakis (CoRR, 2024)

Confidence-based Estimators for Predictive Performance in Model Monitoring. - Juhani Kivimäki; Jukka K. Nurminen; Jakub Bialek; Wojtek Kuberski (J. Artif. Intell. Res., 2025)

Performance Estimation in Binary Classification Using Calibrated Confidence. - Juhani Kivimäki; Jakub Bialek; Wojtek Kuberski; Jukka K. Nurminen (CoRR, 2025)