Siyao Sun

Title: Innovations by Siyao Sun in Machine Learning

Introduction

Siyao Sun is an accomplished inventor based in Mountain View, CA. She has made significant contributions to the field of machine learning, particularly in the area of training models to reduce bias. Her innovative approach has garnered attention in the tech community.

Latest Patents

Siyao Sun holds a patent titled "Two-stage training with non-randomized and randomized data." This patent addresses the challenges of position bias and other types of bias in machine-learned models. In her invention, the first phase involves training the model using non-randomized data, which is essential for deep learning applications. The second phase utilizes randomized data to revise the model and eliminate bias, ensuring that the machine-learned model operates effectively without the need for additional randomized training data. She has 1 patent to her name.

Career Highlights

Siyao Sun is currently employed at Microsoft Technology Licensing, LLC, where she continues to innovate and contribute to advancements in technology. Her work focuses on enhancing machine learning techniques, making them more reliable and efficient.

Collaborations

Some of her notable coworkers include Daniel Sairom Krishnan Hewlett and Dan Liu, who collaborate with her on various projects within the company.

Conclusion

Siyao Sun's contributions to machine learning through her innovative patent demonstrate her commitment to advancing technology and addressing critical challenges in the field. Her work is paving the way for more effective and unbiased machine learning models.