Company Filing History:
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Years Active: 2012-2025
Title: Yao Chen: Innovator in Machine Learning and Wireless Technology
Introduction
Yao Chen is a prominent inventor based in San Jose, CA, known for his contributions to machine learning and wireless technology. With a total of 7 patents, he has made significant strides in developing innovative solutions that enhance user experience and device efficiency.
Latest Patents
One of Yao Chen's latest patents focuses on machine learning for predicting the next best action. In this embodiment, machine learning is utilized to make recommendations for next actions by users of an online network. These next actions are referred to as 'next best actions.' The machine learning process involves training a multitask deep machine learning model to generate personalized and contextual action recommendations based on various inputs, including user action sequences and historical data. This model is designed to optimize different use-case specific objectives while remaining scalable and easy to maintain.
Another notable patent is for enhanced host sleep for WLAN devices. This invention involves a host assembly of a wireless device that engages in a handshaking procedure with the device's firmware to manage entry into or exit from a host sleep mode. The process requires the host assembly to send an initiation handshake signal, followed by a confirmation handshake signal from the firmware. The timing of entry or exit from sleep mode may depend on the receipt of this confirmation signal, which can vary based on the device's power save mode and handshaking configuration.
Career Highlights
Yao Chen has worked with several notable companies, including Marvell International Limited and Microsoft Technology Licensing, LLC. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.
Collaborations
Yao has collaborated with talented individuals such as Frank Huang and Robert Lee, Jr. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.
Conclusion
Yao Chen's work in machine learning and wireless technology exemplifies the spirit of innovation. His patents not only enhance user experiences but also push the boundaries of what is possible in technology.