Lukasz G. Cmielowski

Person

Krakow, PL

People

Patents Grantslast 30 patents

Information Patent Grant
Regression detection and correction in relationships between perfor...
- Patent number 12,254,065
- Issue date Mar 18, 2025
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Predicting performance of machine learning models
- Patent number 12,216,738
- Issue date Feb 4, 2025
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Continuous learning process using concept drift monitoring
- Patent number 12,106,191
- Issue date Oct 1, 2024
- International Business Machines Corporation
- Rafal Bigaj
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Standard error of prediction of performance in artificial intellige...
- Patent number 11,922,279
- Issue date Mar 5, 2024
- International Business Machines Corporation
- Wojciech Sobala
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Providing reduced training data for training a machine learning model
- Patent number 11,853,392
- Issue date Dec 26, 2023
- International Business Machines Corporation
- Lukasz G Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Finding root cause for low key performance indicators
- Patent number 11,816,542
- Issue date Nov 14, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Analyzing test result failures using artificial intelligence models
- Patent number 11,790,256
- Issue date Oct 17, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Machine learning model monitoring
- Patent number 11,748,638
- Issue date Sep 5, 2023
- International Business Machines Corporation
- Rafal Bigaj
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Machine learning based data monitoring
- Patent number 11,704,220
- Issue date Jul 18, 2023
- International Business Machines Corporation
- Rafal Bigaj
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Evaluating surrogate machine learning models
- Patent number 11,699,071
- Issue date Jul 11, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Multi-dimensional record correlations
- Patent number 11,699,082
- Issue date Jul 11, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Exposing payload data from non-integrated machine learning systems
- Patent number 11,676,063
- Issue date Jun 13, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Indexing based on feature importance
- Patent number 11,593,388
- Issue date Feb 28, 2023
- International Business Machines Corporation
- Rafal Bigaj
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Continuous learning system for models without pipelines
- Patent number 11,556,860
- Issue date Jan 17, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Input feature significance identification based on batches of predi...
- Patent number 11,551,152
- Issue date Jan 10, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method for testing an artificial intelligence model using a substit...
- Patent number 11,507,670
- Issue date Nov 22, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Metric specific machine learning model improvement through metric s...
- Patent number 11,501,239
- Issue date Nov 15, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Multi-class classification evaluation metric determination
- Patent number 11,488,036
- Issue date Nov 1, 2022
- International Business Machines Corporation
- Rafal Bigaj
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Dynamic recommendation system for correlated metrics and key perfor...
- Patent number 11,475,324
- Issue date Oct 18, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Analyzing test result failures using artificial intelligence models
- Patent number 11,475,326
- Issue date Oct 18, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Standardizing disparate data points
- Patent number 11,461,648
- Issue date Oct 4, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Deep learning experiment content generation based on single design
- Patent number 11,429,858
- Issue date Aug 30, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Machine learning based data monitoring
- Patent number 11,301,351
- Issue date Apr 12, 2022
- International Business Machines Corporation
- Rafal Bigaj
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Model comparison with unknown metric importance
- Patent number 11,237,942
- Issue date Feb 1, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatic correcting of computing cluster execution failure
- Patent number 11,048,577
- Issue date Jun 29, 2021
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Assessment of machine learning performance with limited test data
- Patent number 11,004,012
- Issue date May 11, 2021
- International Business Machines Corporation
- Umit M. Cakmak
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Data labeling for deep-learning models
- Patent number 11,003,910
- Issue date May 11, 2021
- International Business Machines Corporation
- Rafal Bigaj
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Data labeling for deep-learning models
- Patent number 10,885,332
- Issue date Jan 5, 2021
- International Business Machines Corporation
- Rafal Bigaj
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatically determining accuracy of a predictive model
- Patent number 10,761,958
- Issue date Sep 1, 2020
- International Business Machines Corporation
- Wojciech Sobala
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatic correcting of computing cluster execution failure
- Patent number 10,733,043
- Issue date Aug 4, 2020
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
FEATURE DIMENSIONALITY REDUCTION FOR MACHINE LEARNING MODELS
- Publication number 20250181991
- Publication date Jun 5, 2025
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETECTING OUTLIERS DURING MACHINE LEARNING SYSTEM TRAINING
- Publication number 20250156753
- Publication date May 15, 2025
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SECURITY VULNERABILITY CONSTRAINTS FOR MACHINE LEARNING SYSTEMS
- Publication number 20250021659
- Publication date Jan 16, 2025
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TESTING A MACHINE LEARNING MODEL
- Publication number 20240256432
- Publication date Aug 1, 2024
- International Business Machines Corporation
- Daniel Jakub Ryszka
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DATA-ANALYSIS-BASED CONSOLIDATION OF PROCESS PIPELINES
- Publication number 20240220270
- Publication date Jul 4, 2024
- International Business Machines Corporation
- Lukasz G. CMIELOWSKI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FEDERATED AUTOMATIC MACHINE LEARNING
- Publication number 20240070520
- Publication date Feb 29, 2024
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CONTINUOUS MACHINE LEARNING SYSTEM FOR CONTAINERIZED ENVIRONMENT WI...
- Publication number 20230289650
- Publication date Sep 14, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PROVIDING REDUCED TRAINING DATA FOR TRAINING A MACHINE LEARNING MODEL
- Publication number 20230169148
- Publication date Jun 1, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CONTROLLING A BIAS OF A MACHINE LEARNING MODULE BACKGROUND
- Publication number 20230115067
- Publication date Apr 13, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
EARLY STOPPING OF ARTIFICIAL INTELLIGENCE MODEL TRAINING USING CONT...
- Publication number 20230061222
- Publication date Mar 2, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PROVIDING A MACHINE LEARNING MODEL BASED ON DESIRED METRIC VALUES
- Publication number 20230068816
- Publication date Mar 2, 2023
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SELECTION OF A MACHINE LEARNING MODEL
- Publication number 20220414530
- Publication date Dec 29, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEPLOYING A MACHINE LEARNING MODEL
- Publication number 20220413821
- Publication date Dec 29, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
RELIABLE INFERENCE OF A MACHINE LEARNING MODEL
- Publication number 20220405525
- Publication date Dec 22, 2022
- International Business Machines Corporation
- Wojciech Sobala
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TRAINING MACHINE LEARNING MODELS
- Publication number 20220398489
- Publication date Dec 15, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BIAS REDUCTION DURING ARTIFICAL INTELLIGENCE MODULE TRAINING
- Publication number 20220391683
- Publication date Dec 8, 2022
- International Business Machines Corporation
- Lukasz G. Cmielowski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ANALYZING TEST RESULT FAILURES USING ARTIFICIAL INTELLIGENCE MODELS
- Publication number 20220358381
- Publication date Nov 10, 2022
- International Business Machines Corporation
- LUKASZ G. CMIELOWSKI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SELECTING REPRESENTATIVE FEATURES FOR MACHINE LEARNING MODELS
- Publication number 20220309384
- Publication date Sep 29, 2022
- International Business Machines Corporation
- RAFAL BIGAJ
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
INDEXING BASED ON FEATURE IMPORTANCE
- Publication number 20220300518
- Publication date Sep 22, 2022
- International Business Machines Corporation
- RAFAL BIGAJ
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CONTINUOUS LEARNING PROCESS USING CONCEPT DRIFT MONITORING
- Publication number 20220269984
- Publication date Aug 25, 2022
- International Business Machines Corporation
- RAFAL BIGAJ
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MACHINE LEARNING BASED DATA MONITORING
- Publication number 20220237098
- Publication date Jul 28, 2022
- International Business Machines Corporation
- RAFAL BIGAJ
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PREDICTING PERFORMANCE OF MACHINE LEARNING MODELS
- Publication number 20220114401
- Publication date Apr 14, 2022
- International Business Machines Corporation
- LUKASZ G. CMIELOWSKI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
REGRESSION DETECTION AND CORRECTION IN RELATIONSHIPS BETWEEN PERFOR...
- Publication number 20220083816
- Publication date Mar 17, 2022
- International Business Machines Corporation
- LUKASZ G. CMIELOWSKI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DISTRIBUTED MACHINE LEARNING SCORING
- Publication number 20220076079
- Publication date Mar 10, 2022
- International Business Machines Corporation
- LUKASZ G. CMIELOWSKI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
INPUT FEATURE SIGNIFICANCE IDENTIFICATION BASED ON BATCHES OF PREDI...
- Publication number 20220067578
- Publication date Mar 3, 2022
- International Business Machines Corporation
- LUKASZ G. CMIELOWSKI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MACHINE LEARNING MODEL MONITORING
- Publication number 20220027749
- Publication date Jan 27, 2022
- International Business Machines Corporation
- RAFAL BIGAJ
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
STANDARD ERROR OF PREDICTION OF PERFORMANCE IN ARTIFICIAL INTELLIGE...
- Publication number 20210390446
- Publication date Dec 16, 2021
- International Business Machines Corporation
- Wojciech Sobala
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PERTURBED RECORDS GENERATION
- Publication number 20210334694
- Publication date Oct 28, 2021
- International Business Machines Corporation
- LUKASZ G. CMIELOWSKI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
METHOD FOR SELECTING DATASETS FOR UPDATING AN ARTIFICIAL INTELLIGEN...
- Publication number 20210304059
- Publication date Sep 30, 2021
- International Business Machines Corporation
- Rafal Bigaj
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MACHINE LEARNING BASED DATA MONITORING
- Publication number 20210303436
- Publication date Sep 30, 2021
- International Business Machines Corporation
- RAFAL BIGAJ
- G06 - COMPUTING CALCULATING COUNTING

Lukasz G. Cmielowski

Person

Patents Grantslast 30 patents

Regression detection and correction in relationships between perfor...

Predicting performance of machine learning models

Continuous learning process using concept drift monitoring

Standard error of prediction of performance in artificial intellige...

Providing reduced training data for training a machine learning model

Finding root cause for low key performance indicators

Analyzing test result failures using artificial intelligence models

Machine learning model monitoring

Machine learning based data monitoring

Evaluating surrogate machine learning models

Multi-dimensional record correlations

Exposing payload data from non-integrated machine learning systems

Indexing based on feature importance

Continuous learning system for models without pipelines

Input feature significance identification based on batches of predi...

Method for testing an artificial intelligence model using a substit...

Metric specific machine learning model improvement through metric s...

Multi-class classification evaluation metric determination

Dynamic recommendation system for correlated metrics and key perfor...

Analyzing test result failures using artificial intelligence models

Standardizing disparate data points

Deep learning experiment content generation based on single design

Machine learning based data monitoring

Model comparison with unknown metric importance

Automatic correcting of computing cluster execution failure

Assessment of machine learning performance with limited test data

Data labeling for deep-learning models

Data labeling for deep-learning models

Automatically determining accuracy of a predictive model

Automatic correcting of computing cluster execution failure

Patents Applicationslast 30 patents

FEATURE DIMENSIONALITY REDUCTION FOR MACHINE LEARNING MODELS

DETECTING OUTLIERS DURING MACHINE LEARNING SYSTEM TRAINING

SECURITY VULNERABILITY CONSTRAINTS FOR MACHINE LEARNING SYSTEMS

TESTING A MACHINE LEARNING MODEL

DATA-ANALYSIS-BASED CONSOLIDATION OF PROCESS PIPELINES

FEDERATED AUTOMATIC MACHINE LEARNING

CONTINUOUS MACHINE LEARNING SYSTEM FOR CONTAINERIZED ENVIRONMENT WI...

PROVIDING REDUCED TRAINING DATA FOR TRAINING A MACHINE LEARNING MODEL

CONTROLLING A BIAS OF A MACHINE LEARNING MODULE BACKGROUND

EARLY STOPPING OF ARTIFICIAL INTELLIGENCE MODEL TRAINING USING CONT...

PROVIDING A MACHINE LEARNING MODEL BASED ON DESIRED METRIC VALUES

SELECTION OF A MACHINE LEARNING MODEL

DEPLOYING A MACHINE LEARNING MODEL

RELIABLE INFERENCE OF A MACHINE LEARNING MODEL

TRAINING MACHINE LEARNING MODELS

BIAS REDUCTION DURING ARTIFICAL INTELLIGENCE MODULE TRAINING

ANALYZING TEST RESULT FAILURES USING ARTIFICIAL INTELLIGENCE MODELS

SELECTING REPRESENTATIVE FEATURES FOR MACHINE LEARNING MODELS

INDEXING BASED ON FEATURE IMPORTANCE

CONTINUOUS LEARNING PROCESS USING CONCEPT DRIFT MONITORING

MACHINE LEARNING BASED DATA MONITORING

PREDICTING PERFORMANCE OF MACHINE LEARNING MODELS

REGRESSION DETECTION AND CORRECTION IN RELATIONSHIPS BETWEEN PERFOR...

DISTRIBUTED MACHINE LEARNING SCORING

INPUT FEATURE SIGNIFICANCE IDENTIFICATION BASED ON BATCHES OF PREDI...

MACHINE LEARNING MODEL MONITORING

STANDARD ERROR OF PREDICTION OF PERFORMANCE IN ARTIFICIAL INTELLIGE...

PERTURBED RECORDS GENERATION

METHOD FOR SELECTING DATASETS FOR UPDATING AN ARTIFICIAL INTELLIGEN...

MACHINE LEARNING BASED DATA MONITORING