Jakub Bialek

According to our database, Jakub Bialek authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Performance Estimation in Binary Classification Using Calibrated Confidence.

Juhani Kivimäki, Jakub Bialek, Wojtek Kuberski, Jukka K. Nurminen

Mach. Learn., March, 2026

2025

Confidence-based Estimators for Predictive Performance in Model Monitoring.

Juhani Kivimäki, Jukka K. Nurminen, Jakub Bialek, Wojtek Kuberski

J. Artif. Intell. Res., 2025

Confidence-based Estimators for Predictive Performance in Model Monitoring (Abstract Reprint).

Juhani Kivimäki, Jakub Bialek, Jukka K. Nurminen, Wojtek Kuberski

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

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