Jakub Bialek

According to our database, Jakub Bialek authored at least 3 papers between 2024 and 2025.

Collaborative distances:

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

2025

Performance Estimation in Binary Classification Using Calibrated Confidence.

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

CoRR, May, 2025

Confidence-based Estimators for Predictive Performance in Model Monitoring.

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

J. Artif. Intell. Res., 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