Ehud Karavani

Title: The Innovations of Ehud Karavani

Introduction

Ehud Karavani is a notable inventor based in Givat Yearim, Israel. He has made significant contributions to the field of technology, particularly in data transmission and analysis. With a total of two patents to his name, Karavani's work showcases his expertise and innovative thinking.

Latest Patents

Karavani's latest patents include a "Distributed Anonymous Scoring Technique." This invention involves a system for implementing a protocol for data transmission, which includes a processor that transmits a public key or an encrypted name to a ledger of a source computing device. The processor also receives a scoring code, training data, and data definitions from the source computing device. Additionally, it transmits predicted labels encrypted with the public key and receives labeled test data from the source computing device. The processor further transmits decrypted predicted labels and receives a list of evaluation results from a set of remote computing devices, ultimately executing an instruction based on the highest scoring results.

Another significant patent is "Detecting Positivity Violations in Multidimensional Data." This method involves receiving a dataset of objects to be tested for positivity violations. The processor generates a feature matrix based on features extracted from the objects and creates decision trees to group the objects into homogeneous groups based on entropy. It also generates a random forest to compute the consistency of violations and detects positivity violations based on specific thresholds. An interactive representation is then generated to display the positivity violation.

Career Highlights

Ehud Karavani is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and contribute to advancements in technology. His work at IBM has allowed him to collaborate with other talented professionals in the field.

Collaborations

Some of Karavani's notable coworkers include Yishai Shimoni and Peter Bak. Their collaborative efforts have likely contributed to the success of various projects and innovations within the company.

Conclusion

Ehud Karavani's contributions to technology through his patents and work at IBM highlight his role as a significant inventor in the field. His innovative approaches to data transmission and analysis continue to influence advancements in technology.