Ori Katz

Title: The Innovative Mind of Ori Katz

Introduction

Ori Katz is a prominent inventor based in Tel Aviv, Israel. He has made significant contributions to the field of machine learning and artificial neural networks. With a total of 8 patents to his name, Katz continues to push the boundaries of technology and innovation.

Latest Patents

One of his latest patents is titled "Model with usage data compensation." This method involves training a machine learning model using labeled training data that includes both content data for items accessible to a user and input usage data representing recorded interactions between the user and those items. The method selects a set of input usage data that excludes certain items and trains the model based on both the content data and the selected usage data.

Another notable patent is the "Software defined redundant allocation safety mechanism in an artificial neural network processor." This invention presents a novel system and methods for implementing functional safety mechanisms in an artificial neural network (ANN) processor. The mechanisms can be deployed individually or in combination to ensure a desired level of safety in neural networks. They address system-level safety by detecting and reporting errors, with some mechanisms capable of correction.

Career Highlights

Ori Katz is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop cutting-edge technologies. His work focuses on enhancing the safety and efficiency of artificial intelligence systems.

Collaborations

Katz has collaborated with notable colleagues such as Oren Barkan and Noam Koenigstein. Their combined expertise contributes to the advancement of technology in their respective fields.

Conclusion

Ori Katz is a visionary inventor whose work in machine learning and artificial neural networks is shaping the future of technology. His patents reflect a commitment to innovation and safety in artificial intelligence systems.