Rasmus Pagh

Title: Inventor Spotlight: Rasmus Pagh

Introduction

Rasmus Pagh, an innovative inventor based in Hjarup, Sweden, has made significant contributions to the fields of computer science and data privacy. With a total of two patents to his name, Pagh has been a driving force behind advancements in machine learning and secure data aggregation.

Latest Patents

Rasmus Pagh's latest innovations include two notable patents. The first patent, titled "Systems and methods for compressing floating point tensors," outlines a cutting-edge computer-implemented method for compressing floating point data of a machine-learned model. This process involves obtaining floating point data, determining a sign vector, and using various techniques to create a highly efficient compressed representation of the data, which is crucial for optimizing machine learning applications.

In addition, Pagh's second patent focuses on "Private counting from anonymous messages: near-optimal accuracy with vanishing communication overhead." This innovation presents practical communication-efficient algorithms for the aggregation of private data, particularly within the shuffled differential privacy model. The algorithms enable accurate operations such as summation and histogram creation while maintaining user privacy, achieving results comparable to central differential privacy algorithms.

Career Highlights

Currently a valuable member of Google Inc., Rasmus Pagh has honed his expertise in data analysis and machine learning technologies, contributing to various projects that leverage his deep understanding of data compression and privacy techniques. His work is vital in developing future applications that require efficient data processing.

Collaborations

Throughout his career, Pagh has collaborated with distinguished professionals such as Pasin Manurangsi and Badih Ghazi. These partnerships have allowed him to further enhance the scope of his innovations, pushing the boundaries of technology and its applications in real-world scenarios.

Conclusion

Rasmus Pagh exemplifies the spirit of innovation with his patents that address crucial challenges in the realms of machine learning and data privacy. As a part of Google Inc., he continues to pave the way for advancements that aim to improve the efficiency and security of data handling in our increasingly digital world.