Olga Ohrimenko

Title: Olga Ohrimenko: Innovator in Privacy Enhanced Machine Learning

Introduction

Olga Ohrimenko is a prominent inventor based in Cambridge, GB. She has made significant contributions to the field of machine learning, particularly in enhancing privacy measures. With a total of 5 patents to her name, her work is paving the way for more secure data handling in artificial intelligence applications.

Latest Patents

One of her latest patents focuses on privacy-enhanced machine learning. This innovative method involves selecting data for privacy-preserving machine learning by storing training data from a first party, a machine learning model, and criteria from either the first party or another party. The method filters the training data to select a portion for training the machine learning model while also identifying a second part of the training data. The selection process computes a measure, using the criteria, to assess the contribution of the data to the performance of the machine learning model.

Career Highlights

Olga Ohrimenko is currently employed at Microsoft Technology Licensing, LLC, where she continues to develop her groundbreaking ideas. Her work is instrumental in advancing the capabilities of machine learning while ensuring that privacy concerns are addressed.

Collaborations

Olga has collaborated with notable colleagues in her field, including Sebastian Tschiatschek and Shruti Shrikant Tople. These partnerships have further enriched her research and development efforts.

Conclusion

Olga Ohrimenko's contributions to privacy-enhanced machine learning are significant and impactful. Her innovative methods are crucial for the future of secure data practices in artificial intelligence.