Jakub Bialek

According to our database, Jakub Bialek authored at least 5 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

Estimating Model Performance Under Covariate Shift Without Labels.

Jakub Bialek, Juhani Kivimäki, Wojtek Kuberski, Nikolaos Perrakis

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 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