Vitaly Feldman

Title: Vitaly Feldman: Innovator in Database Query Estimation and Machine Learning

Introduction

Vitaly Feldman is a notable inventor based in Palo Alto, CA. He has made significant contributions to the fields of database management and machine learning. With a total of 4 patents, his work focuses on enhancing the efficiency and accuracy of data processing systems.

Latest Patents

One of Feldman's latest patents is titled "Median based estimation of database query responses." This invention involves a computer system that includes a processor and a memory coupled to a database. The processor is designed to randomly split the database into sub-databases and apply a database query to these sub-databases. It generates estimated query response values for each sub-database, calculates a median of these values, and creates a probability distribution based on the estimated values and the calculated median. Ultimately, the processor selects a final estimated query response value based on this probability distribution.

Another significant patent is "Machine learning customer valuation functions." In this invention, a computing device determines first-degree correlations based on valuation information. It identifies important variables by comparing the absolute values of these correlations to a threshold value. The device then establishes a valuation function based on the identified important variables.

Career Highlights

Vitaly Feldman is currently employed at International Business Machines Corporation (IBM). His work at IBM has allowed him to explore innovative solutions in data processing and machine learning, contributing to the advancement of technology in these areas.

Collaborations

Feldman has collaborated with several talented individuals, including Nava Arela Aizikowitz and Ayal Zaks. These collaborations have fostered a creative environment that encourages the development of groundbreaking technologies.

Conclusion

Vitaly Feldman's contributions to database query estimation and machine learning exemplify his innovative spirit and dedication to advancing technology. His patents reflect a commitment to improving data processing systems, making him a significant figure in his field.