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For the Inventor, By the Inventor

Morrisville, NC, United States of America

Patrick Nathan Koch

USPTO Granted Patents = 10

Average Co-Inventor Count = 3.1

ph-index = 3

Forward Citations = 38(Granted Patents)


Company Filing History:

goldMedal10 out of 795 
 
Sas Institute Inc.
 patents

Years Active: 2019-2025

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10 patents (USPTO):Explore Patents
1. 12406189 - Multi-thread distributed training of a recommender model (2025-09-02),
2. 12259868 - Analysis operations on data in a native tabular data structure using a proxy data table (2025-03-25),
3. 12259867 - Data access for a native tabular data structure using a proxy data table (2025-03-25),
4. 12141138 - Data access layer for translating between a data structure used by a first software program and a proxy table used by a second software program (2024-11-12),
5. 12111750 - Source code evaluator and modified parameter structure for enabling automated validation of parameter values in source code (2024-10-08),
6. 11544767 - Recommendation system with implicit feedback (2023-01-03),
7. 11379743 - Recommendation system (2022-07-05),
8. 11151480 - Hyperparameter tuning system results viewer (2021-10-19),
9. 11093833 - Multi-objective distributed hyperparameter tuning system (2021-08-17),
10. 10360517 - Distributed hyperparameter tuning system for machine learning (2019-07-23),

Title: The Innovative Mind of Patrick Nathan Koch

Introduction

Patrick Nathan Koch is a prominent inventor based in Morrisville, NC (US). He has made significant contributions to the field of technology, holding a total of 10 patents. His work primarily focuses on advanced computing systems and methodologies that enhance data processing and model training.

Latest Patents

Among his latest patents is a groundbreaking system for multi-thread distributed training of a recommender model. This invention involves a method and computer-program product that efficiently distributes input across a controller node and multiple worker nodes in a distributed computing environment. The process includes initializing user and item parameters, broadcasting them to worker nodes, and executing training algorithms concurrently until a termination condition is met.

Another notable patent addresses data access for a native tabular data structure using a proxy data table. This system identifies the type of tabular data structure and utilizes a proxy data table to facilitate efficient data access. It issues read commands to the proxy table, ensuring seamless interaction with the underlying data structure.

Career Highlights

Patrick Koch is currently employed at SAS Institute Inc., a leading analytics software company. His role involves developing innovative solutions that leverage data science and machine learning to solve complex problems. His expertise in distributed computing and data management has positioned him as a valuable asset in the tech industry.

Collaborations

Throughout his career, Patrick has collaborated with talented individuals such as Yongqiao Xiao and Brett Alan Wujek. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of cutting-edge technologies.

Conclusion

Patrick Nathan Koch exemplifies the spirit of innovation through his numerous patents and contributions to technology. His work continues to influence the field, paving the way for future advancements in data processing and model training.

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