Company Filing History:
Years Active: 2017-2021
Title: The Innovative Mind of Amit Hilbuch
Introduction
Amit Hilbuch is a notable inventor based in Kfar Saba, Israel. He has made significant contributions to the field of classification techniques, holding a total of four patents. His work focuses on enhancing the efficiency and accuracy of classification systems, which are crucial in various technological applications.
Latest Patents
Amit's latest patents include "Just in Time Classifier Training" and "Reasoning Classification Based on Feature Perturbation." The "Just in Time Classifier Training" patent discloses a system and method that can be utilized with any underlying classification technique. This method receives a test dataset and identifies the features present in it. The training dataset is then modified to include only those features, allowing for a tailored calibration of the classifier for incoming datasets. This process ensures that the classifier is continuously updated for optimal performance.
The "Reasoning Classification Based on Feature Perturbation" patent presents a system and method that evaluates the impact of perturbing each feature within a feature vector. By bootstrapping negative samples and measuring changes in classifier output, this method assesses the importance of specific feature values. A random negatively labeled instance is used to replace a feature, and the modified feature vector is classified to observe the effects of these changes.
Career Highlights
Amit Hilbuch is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop advanced classification techniques. His work at Microsoft has allowed him to collaborate with other talented professionals in the field.
Collaborations
Some of Amit's notable coworkers include Hanan Shteingart and Yair Tor. Their collaborative efforts contribute to the advancement of technology and innovation within the company.
Conclusion
Amit Hilbuch's contributions to classification techniques through his patents demonstrate his innovative spirit and expertise in the field. His work not only enhances the functionality of classification systems but also paves the way for future advancements in technology.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.