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For the Inventor, By the Inventor

Elmsford, NY, United States of America

Karthikeyan Shanmugam

USPTO Granted Patents = 19 


Average Co-Inventor Count = 4.2

ph-index = 3

Forward Citations = 20(Granted Patents)


Location History:

  • Elmsford, NY (US) (2022 - 2024)
  • Yorktown Heights, NY (US) (2022 - 2024)

Company Filing History:

goldMedal19 out of 164,108 
 
International Business Machines Corporation
 patents

Years Active: 2022-2025

where 'Filed Patents' based on already Granted Patents

19 patents (USPTO):
1. 12380177 - Root cause analysis using granger causality (2025-08-05),
2. 12282836 - Learning robust predictors using game theory (2025-04-21),
3. 12124965 - Combinatorial black box optimization with expert advice (2024-10-22),
4. 11983608 - Efficient verification of machine learning applications (2024-05-14),
5. 11972344 - Simple models using confidence profiles (2024-04-30),
6. 11940958 - Artificial intelligence software marketplace (2024-03-26),
7. 11915131 - Initializing optimization solvers (2024-02-27),
8. 11816178 - Root cause analysis using granger causality (2023-11-14),
9. 11764941 - Decision tree-based inference on homomorphically-encrypted data without bootstrapping (2023-09-19),
10. 11694110 - Aggregated machine learning verification for database (2023-07-04),
11. 11640532 - Contrastive explanations for images with monotonic attribute functions (2023-05-02),
12. 11599806 - Depth-constrained knowledge distillation for inference on encrypted data (2023-03-07),
13. 11586917 - Leveraging simple model predictions for enhancing computational performance (2023-02-21),
14. 11562228 - Efficient verification of machine learning applications (2023-01-24),
15. 11507787 - Model agnostic contrastive explanations for structured data (2022-11-22),

As an AI assistant specialized in innovations, inventions, inventors, patent attorneys, assignees, and patents, I'll help you with an article about inventor Karthikeyan Shanmugam. Here is the structured article based on the given data:

Title: Unveiling the Innovation Journey of Karthikeyan Shanmugam

Introduction:

In the realm of cutting-edge technological advancements, inventors like Karthikeyan Shanmugam stand out for their remarkable contributions. Hailing from Elmsford, NY, Karthikeyan Shanmugam is a pioneering inventor with an impressive portfolio of 16 patents.

Latest Patents:

1. Efficient Verification of Machine Learning Applications: Karthikeyan's latest patent revolves around enhancing the verification process for machine learning applications. This innovation streamlines the validation of training iterations, ensuring optimal efficiency in stochastic gradient descent models.

2. Simple Models Using Confidence Profiles: Another groundbreaking patent by Karthikeyan focuses on developing simple models using confidence profiles. This method leverages linear probes and weighted samples for enhanced performance during model training.

Career Highlights:

Karthikeyan Shanmugam is a distinguished member of the International Business Machines Corporation (IBM), a global leader in technology solutions. His tenure at IBM showcases his dedication to driving innovation and pushing the boundaries of technological possibilities.

Collaborations:

Throughout his career, Karthikeyan has worked closely with esteemed colleagues such as Roman Vaculin and Amit Dhurandhar. These collaborations have been instrumental in fostering a culture of innovation and knowledge sharing within the tech industry.

Conclusion:

In conclusion, Karthikeyan Shanmugam's journey as an inventor exemplifies a relentless pursuit of excellence in the ever-evolving landscape of technology. His innovative patents and collaborations underscore his commitment to shaping the future of innovation.

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