This inventor holds 3 USPTO granted patents and 1 published patent application. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2021-2024.
Company Filing History:
Years Active: 2021-2024
Title: Innovations by Ivan Matantsev
Introduction
Ivan Matantsev is an accomplished inventor based in Bothell, WA (US). He has made significant contributions to the field of technology, particularly in data handling and machine learning frameworks. With a total of 3 patents, Matantsev's work is recognized for its innovative approaches to complex problems.
Latest Patents
Matantsev's latest patents include advancements in sparse data handling and efficient streaming based lazy evaluation in machine learning. The first patent focuses on implementing sparse data handling and buffer sharing to reduce memory allocation and reclamation. This innovation allows data to be buffered in reusable buffer arrays, accommodating both fixed and variable length vectors. The second patent introduces methods and systems for lazy evaluation of input data by a machine learning framework. This framework compiles a chain of operators into dataviews configured for lazy evaluation, enhancing the efficiency of data processing.
Career Highlights
Ivan Matantsev is currently employed at Microsoft Technology Licensing, LLC, where he continues to push the boundaries of technology. His work has been instrumental in developing solutions that optimize data processing and machine learning applications.
Collaborations
Matantsev collaborates with notable colleagues such as Eric Anthony Erhardt and Costin I Eseanu, contributing to a dynamic and innovative work environment.
Conclusion
Ivan Matantsev's contributions to technology through his patents and work at Microsoft Technology Licensing, LLC highlight his role as a leading inventor in the field. His innovative approaches to data handling and machine learning continue to influence the industry.