Inventor
SOBALA WOJCIECH
PL30 patents
Patents
30 patentsUS12216738B2Feb 4, 2025
Predicting performance of machine learning models
IBM2 citations74
US11501239B2Nov 15, 2022
Metric specific machine learning model improvement through metric specific outlier removal
IBM6 citations74
US11748638B2Sep 5, 2023
Machine learning model monitoring
IBM2 citations72
US11475326B2Oct 18, 2022
Analyzing test result failures using artificial intelligence models
IBM5 citations72
US11301351B2Apr 12, 2022
Machine learning based data monitoring
IBM4 citations72
US10761958B2Sep 1, 2020
Automatically determining accuracy of a predictive model
IBM3 citations68
US11790256B2Oct 17, 2023
Analyzing test result failures using artificial intelligence models
IBM0 citations62
US11704220B2Jul 18, 2023
Machine learning based data monitoring
IBM0 citations62
US11699071B2Jul 11, 2023
Evaluating surrogate machine learning models
IBM0 citations62
US11699082B2Jul 11, 2023
Multi-dimensional record correlations
IBM0 citations62
US11551152B2Jan 10, 2023
Input feature significance identification based on batches of prediction
IBM1 citations62
US11475324B2Oct 18, 2022
Dynamic recommendation system for correlated metrics and key performance indicators
IBM0 citations62
US11461648B2Oct 4, 2022
Standardizing disparate data points
IBM0 citations62
US11429858B2Aug 30, 2022
Deep learning experiment content generation based on single design
IBM1 citations61
US11556860B2Jan 17, 2023
Continuous learning system for models without pipelines
IBM1 citations60
US11410271B2Aug 9, 2022
Reconstructing missing slices in slice-based scans of 3D objects
IBM0 citations57
US11024004B2Jun 1, 2021
Reconstructing missing slices in slice-based scans of 3D objects
IBM1 citations57
US12572620B2Mar 10, 2026
Reliable inference of a machine learning model
IBM0 citations51
US12254065B2Mar 18, 2025
Regression detection and correction in relationships between performance indicators and ai metrics
IBM0 citations51
US12106191B2Oct 1, 2024
Continuous learning process using concept drift monitoring
IBM0 citations51
US11922279B2Mar 5, 2024
Standard error of prediction of performance in artificial intelligence model
IBM0 citations51
US11816542B2Nov 14, 2023
Finding root cause for low key performance indicators
IBM0 citations51
US11593388B2Feb 28, 2023
Indexing based on feature importance
IBM0 citations51
US11507670B2Nov 22, 2022
Method for testing an artificial intelligence model using a substitute model
IBM0 citations51
US11237942B2Feb 1, 2022
Model comparison with unknown metric importance
IBM0 citations51
US12468979B2Nov 11, 2025
Early stopping of artificial intelligence model training using control limits
IBM0 citations50
US11488036B2Nov 1, 2022
Multi-class classification evaluation metric determination
IBM0 citations50
US12555030B2Feb 17, 2026
Providing a machine learning model based on desired metric values
IBM0 citations46
US11853392B2Dec 26, 2023
Providing reduced training data for training a machine learning model
IBM0 citations45
US10535001B2Jan 14, 2020
Reducing problem complexity when analyzing 3-D images
IBM0 citations34