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For the Inventor, By the Inventor

Redmond, WA, United States of America

Todd Douglas Mytkowicz

USPTO Granted Patents = 17 

 

Average Co-Inventor Count = 3.4

ph-index = 4

Forward Citations = 77(Granted Patents)


Location History:

  • Seattle, WA (US) (2016 - 2021)
  • Redmond, WA (US) (2015 - 2022)

Company Filing History:

goldMedal17 out of 54,638 
 
Microsoft Technology Licensing, LLC
 patents

Years Active: 2015-2024

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17 patents (USPTO):
1. 12159211 - Automated merge conflict resolution with transformers (2024-12-03),
2. 11295231 - Systems, methods, and computer-readable media for parallel stochastic gradient descent with linear and non-linear activation functions (2022-04-05),
3. 11177935 - Homomorphic evaluation of tensor programs (2021-11-16),
4. 11062226 - Determining a likelihood of a user interaction with a content element (2021-07-13),
5. 11012574 - User interruptibility aware notifications (2021-05-18),
6. 10922627 - Determining a course of action based on aggregated data (2021-02-16),
7. 10922620 - Machine learning through parallelized stochastic gradient descent (2021-02-16),
8. 10805317 - Implementing network security measures in response to a detected cyber attack (2020-10-13),
9. 10664927 - Automation of crowd-sourced polling (2020-05-26),
10. 10503580 - Determining a likelihood of a resource experiencing a problem based on telemetry data (2019-12-10),
11. 10331543 - Performance diagnostics via offline replay (2019-06-25),
12. 10115116 - Optimizing efficiency and cost of crowd-sourced polling (2018-10-30),
13. 10067989 - Technologies for mining temporal patterns in big data (2018-09-04),
14. 9646257 - Probabilistic assertions and verifying them (2017-05-09),
15. 9384239 - Parallel local sequence alignment (2016-07-05),

Title: Todd Douglas Mytkowicz: Innovator in Automated Systems and Machine Learning

Introduction

Todd Douglas Mytkowicz is a prominent inventor based in Redmond, WA (US). He has made significant contributions to the fields of automated systems and machine learning, holding a total of 17 patents. His work focuses on enhancing software development processes through innovative technologies.

Latest Patents

One of Mytkowicz's latest patents is titled "Automated merge conflict resolution with transformers." This invention introduces an automated system for resolving program merges by utilizing neural transformers with attention mechanisms. The system is designed to assist developers in constructing merged programs by predicting resolution strategies based on previously resolved merge conflicts. Another notable patent is "Systems, methods, and computer-readable media for parallel stochastic gradient descent with linear and non-linear activation functions." This patent outlines methods for improving the efficiency of machine learning models by learning new global models from input examples through iterative processes.

Career Highlights

Todd Douglas Mytkowicz is currently employed at Microsoft Technology Licensing, LLC. His role involves leveraging his expertise in machine learning and software development to create innovative solutions that enhance productivity and efficiency in programming.

Collaborations

Throughout his career, Mytkowicz has collaborated with notable colleagues, including Madanlal S Musuvathi and Saeed Maleki. These collaborations have contributed to the advancement of technologies in the field of software engineering.

Conclusion

Todd Douglas Mytkowicz is a distinguished inventor whose work in automated systems and machine learning continues to impact the software development landscape. His innovative patents reflect his commitment to improving programming processes and enhancing developer experiences.

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