Hikaru Tsuchida

Title: Innovations of Hikaru Tsuchida

Introduction

Hikaru Tsuchida is a prominent inventor based in Tokyo, Japan. He has made significant contributions to the field of machine learning and secure computation, holding a total of 16 patents. His work is characterized by innovative methods and systems that enhance computational efficiency and security.

Latest Patents

Tsuchida's latest patents include a machine learning method, machine learning system, and program. This invention features a two-phase learning process. The first phase involves performing machine learning using a first dataset to create a learning model. The second phase randomly selects either the first or a second dataset. The results from these datasets are inputted into a discriminator, which is trained to determine the dataset's origin. Additionally, he has developed a secure computation system, which comprises secure computation server apparatuses. These apparatuses include components for generating discriminant shares, configuring combinations of shares, shuffling combinations, reconstructing shares, and selecting shares based on specific values.

Career Highlights

Throughout his career, Tsuchida has worked with notable organizations such as NEC Corporation and the University of Tsukuba. His experience in these institutions has allowed him to collaborate on various innovative projects and further his research in machine learning and secure computation.

Collaborations

Some of his notable coworkers include Toshinori Araki and Kazuma Ohara. Their collaborative efforts have contributed to the advancement of technology in their respective fields.

Conclusion

Hikaru Tsuchida's contributions to machine learning and secure computation are noteworthy. His innovative patents and collaborations reflect his commitment to advancing technology. His work continues to influence the landscape of computational methods and security systems.