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For the Inventor, By the Inventor

Ossining, NY, United States of America

Lam Nguyen

USPTO Granted Patents = 16 

 

Average Co-Inventor Count = 3.8

ph-index = 1

Forward Citations = 1(Granted Patents)


Company Filing History:

goldMedal16 out of 164,108 
 
International Business Machines Corporation
 patents

Years Active: 2021-2025

where 'Filed Patents' based on already Granted Patents

16 patents (USPTO):
1. 12488223 - Federated learning for training machine learning models (2025-12-02),
2. 12456070 - System-level control using tree-based regression with outlier removal (2025-10-28),
3. 12443682 - Automated generation of optimization model for system-wide plant optimization (2025-10-14),
4. 12443454 - Optimizer agnostic explanation system for large scale schedules (2025-10-14),
5. 12436924 - Unsupervised learning from public tabular datasets (2025-10-07),
6. 12399469 - Regression-optimization control of production process with dynamic inputs (2025-08-26),
7. 12242801 - Blending graph predictions (2025-03-04),
8. 12217007 - Providing a semantic encoding and language neural network (2025-02-04),
9. 12216996 - Reasonable language model learning for text generation from a knowledge graph (2025-02-04),
10. 12158797 - Intelligent dynamic condition-based infrastructure maintenance scheduling (2024-12-03),
11. 11966837 - Compression of deep neural networks (2024-04-23),
12. 11823076 - Tuning classification hyperparameters (2023-11-21),
13. 11676039 - Optimal interpretable decision trees using integer linear programming techniques (2023-06-13),
14. 11656606 - Site-wide operations management optimization for manufacturing and processing control (2023-05-23),
15. 11568171 - Shuffling-type gradient method for training machine learning models with big data (2023-01-31),

Title: The Innovative Contributions of Lam Nguyen

Introduction

Lam Nguyen is a prominent inventor based in Ossining, NY (US). He has made significant contributions to the field of technology, holding a total of 16 patents. His work primarily focuses on optimization and regression techniques, which have applications in various industries.

Latest Patents

One of Lam Nguyen's latest patents is titled "System-level control using tree-based regression with outlier removal." This invention involves training an optimal interpretable decision tree for regression using mixed-integer linear programming techniques. The method includes receiving input data, which consists of time-series data, and training an optimal decision tree for regression while filtering out outliers through a linear loss model.

Another notable patent is "Automated generation of optimization model for system-wide plant optimization." This computer-implemented method automatically generates an optimization model for site-wide plant optimization by mapping a process flow diagram to a graph. The nodes represent processes, and the edges represent flows between these processes. The method learns behaviors for each node based on historical data and models regression functions to predict outputs for each process.

Career Highlights

Lam Nguyen is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and develop new technologies. His work at IBM has allowed him to collaborate with other talented professionals in the field.

Collaborations

Some of Lam Nguyen's coworkers include Dzung Tien Phan and Pavankumar Murali. Their collaborative efforts contribute to the advancement of technology and the development of innovative solutions.

Conclusion

Lam Nguyen's contributions to the field of technology through his patents and work at IBM highlight his role as a leading inventor. His innovative approaches to optimization and regression continue to influence various industries.

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