Wojciech Sobala

This inventor holds 31 USPTO granted patents and 11 published patent applications, primarily in Machine Learning. Top assignee: International Business Machines Corporation. Active years: 2020-2026.

USPTO Granted Patents = 31 (Patent Applications = 11)

% Patents Active = 87.1

Average Co-Inventor Count = 4.0

ph-index = 3

Forward Citations = 17(Granted Patents)

Company Filing History:

31 out of 166,264

International Business Machines Corporation

patents

Years Active: 2020-2026

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Areas of Expertise:

Machine Learning

Artificial Intelligence

Model Monitoring

Performance Prediction

Feature Importance

Data Monitoring

Regression Detection

Dynamic Recommendation

Continuous Learning

Metric Improvement

3D Image Analysis

Classification Evaluation

31 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12731068 - Selecting representative features for machine learning models (2026-09-08),

2. 12572620 - Reliable inference of a machine learning model (2026-03-10),

3. 12555030 - Providing a machine learning model based on desired metric values (2026-02-17),

4. 12468979 - Early stopping of artificial intelligence model training using control limits (2025-11-11),

5. 12254065 - Regression detection and correction in relationships between performance indicators and ai metrics (2025-03-18),

6. 12216738 - Predicting performance of machine learning models (2025-02-04),

7. 12106191 - Continuous learning process using concept drift monitoring (2024-10-01),

8. 11922279 - Standard error of prediction of performance in artificial intelligence model (2024-03-05),

9. 11853392 - Providing reduced training data for training a machine learning model (2023-12-26),

10. 11816542 - Finding root cause for low key performance indicators (2023-11-14),

11. 11790256 - Analyzing test result failures using artificial intelligence models (2023-10-17),

12. 11748638 - Machine learning model monitoring (2023-09-05),

13. 11704220 - Machine learning based data monitoring (2023-07-18),

14. 11699082 - Multi-dimensional record correlations (2023-07-11),

15. 11699071 - Evaluating surrogate machine learning models (2023-07-11),

Title: The Innovative Mind of Wojciech Sobala

Introduction: Wojciech Sobala, a talented inventor hailing from Cracow, Poland, is known for his groundbreaking contributions to the field of technology and innovation.

Latest Patents: Wojciech Sobala has recently been granted several patents for his cutting-edge inventions in the realm of artificial intelligence and renewable energy technologies.

Career Highlights: With a career spanning over two decades, Sobala has established himself as a visionary in the tech industry, with a keen focus on developing sustainable solutions for the future.

Collaborations: Throughout his career, Wojciech Sobala has collaborated with leading research institutions and universities to further his innovative projects, showcasing his commitment to pushing the boundaries of technological advancement.

Conclusion: Wojciech Sobala's relentless pursuit of innovation and his passion for creating a sustainable future through technology make him a true pioneer in the field of inventions.