RB

Rafal Bigaj

IBM: 29 patents #3,528 of 70,183Top 6%
Overall (All Time): #126,975 of 4,157,543Top 4%
29
Patents All Time

Issued Patents All Time

Showing 25 most recent of 29 patents

Patent #TitleCo-InventorsDate
12254065 Regression detection and correction in relationships between performance indicators and ai metrics Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2025-03-18
12216738 Predicting performance of machine learning models Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2025-02-04
12106191 Continuous learning process using concept drift monitoring Wojciech Sobala, Lukasz G. Cmielowski, Maksymilian Erazmus 2024-10-01
11922279 Standard error of prediction of performance in artificial intelligence model Wojciech Sobala, Lukasz G. Cmielowski, Maksymilian Erazmus 2024-03-05
11915150 Refinement of a predicted event based on explainability data Larisa Shwartz, Frank Bagehorn, Jinho Hwang, Marcos Vinicius L. Paraiso, Vidhya Shankar Venkatesan +2 more 2024-02-27
11816542 Finding root cause for low key performance indicators Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2023-11-14
11790256 Analyzing test result failures using artificial intelligence models Lukasz G. Cmielowski, Maksymilian Erazmus, Wojciech Sobala 2023-10-17
11748638 Machine learning model monitoring Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2023-09-05
11704220 Machine learning based data monitoring Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2023-07-18
11699071 Evaluating surrogate machine learning models Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2023-07-11
11699082 Multi-dimensional record correlations Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2023-07-11
11681928 Refinement of a predicted event based on explainability data Larisa Shwartz, Frank Bagehorn, Jinho Hwang, Marcos Vinicius L. Paraiso, Vidhya Shankar Venkatesan +2 more 2023-06-20
11676063 Exposing payload data from non-integrated machine learning systems Lukasz G. Cmielowski, Bartlomiej T. Malecki, Maria Hanna Oleszkiewicz 2023-06-13
11593388 Indexing based on feature importance Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2023-02-28
11556860 Continuous learning system for models without pipelines Lukasz G. Cmielowski, Blazej Rafal Rutkowski, Wojciech Sobala 2023-01-17
11551152 Input feature significance identification based on batches of prediction Lukasz G. Cmielowski, Maksymilian Erazmus, Wojciech Sobala 2023-01-10
11507670 Method for testing an artificial intelligence model using a substitute model Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2022-11-22
11501239 Metric specific machine learning model improvement through metric specific outlier removal Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2022-11-15
11488036 Multi-class classification evaluation metric determination Lukasz G. Cmielowski, Bartlomiej T. Malecki, Wojciech Sobala 2022-11-01
11475324 Dynamic recommendation system for correlated metrics and key performance indicators Lukasz G. Cmielowski, Maksymilian Erazmus, Wojciech Sobala 2022-10-18
11475326 Analyzing test result failures using artificial intelligence models Lukasz G. Cmielowski, Maksymilian Erazmus, Wojciech Sobala 2022-10-18
11461648 Standardizing disparate data points Lukasz G. Cmielowski, Maksymilian Erazmus, Wojciech Sobala 2022-10-04
11429858 Deep learning experiment content generation based on single design Lukasz G. Cmielowski, Wojciech Sobala, Pawel Slowikowski 2022-08-30
11301351 Machine learning based data monitoring Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2022-04-12
11237942 Model comparison with unknown metric importance Lukasz G. Cmielowski, Wojciech Sobala, Maksymilian Erazmus 2022-02-01