Noam Rotstein

Title: Noam Rotstein: Inventor in Machine Learning and Database Querying.

Introduction

Noam Rotstein is an inventor based in Haifa, Israel. His work includes inventions involving machine learning, visual content analysis, and structured database queries. He is associated with Lumana Inc. and holds 2 patents.

Latest Patents

Rotstein’s listed patents address two distinct applications of artificial intelligence.

“Techniques for Classifying Custom Object States in Visual Content” describes a system and method for training classifiers to recognize objects in visual content and determine their states. One machine learning model identifies instances of an object, while a second model learns to classify the states of those instances using labeled training samples.

“Multimedia Intelligence Agent” concerns structured querying. The method embeds a natural-language request and compares it with examples that pair natural-language text with database-formatted queries. It then uses matching examples and language-model outputs to generate a query for retrieving information from the database.

Career Highlights

Rotstein’s patent work reflects an interest in applying machine learning to practical information-processing tasks. His inventions cover both the interpretation of visual media and the translation of natural-language requests into structured database queries.

Collaborations

Rotstein’s listed coworkers include Ron Kimmel and Ron Slossberg. His company affiliation is Lumana Inc.

Conclusion

Noam Rotstein’s two listed patents highlight his contributions to machine learning systems for visual classification and database querying.