Dennis Wei

Title: Innovations of Dennis Wei

Introduction

Dennis Wei is an accomplished inventor based in White Plains, NY (US). He holds a total of five patents, showcasing his expertise in the field of machine learning and artificial intelligence. His innovative contributions have significantly advanced the understanding and application of interpretable models in technology.

Latest Patents

One of Dennis Wei's latest patents is titled "Interpretable Model Changes." In this method, a processor receives a first interpretable rule set and a second interpretable rule set generated from a dataset and model-predicted labels. The processor generates a difference metric and mapping between the two rule sets, enhancing the interpretability of machine learning models. Another notable patent is "Moving Decision Boundaries in Machine Learning Models." This method involves receiving feedback decision rules for multiple predictions made by a trained machine learning model. It generates a feedback rule set and an updated training dataset, which resolves conflicts and trains the model to adjust decision boundaries effectively.

Career Highlights

Dennis Wei has worked with prestigious organizations, including International Business Machines Corporation (IBM) and Harvard College. His experience in these institutions has allowed him to collaborate with leading experts in the field and contribute to groundbreaking research and development.

Collaborations

Some of Dennis Wei's notable coworkers include Karthikeyan Natesan Ramamurthy and Elizabeth Daly. Their collaborative efforts have further enriched the projects they have worked on together.

Conclusion

Dennis Wei's contributions to the field of machine learning through his patents and collaborations highlight his innovative spirit and dedication to advancing technology. His work continues to influence the development of interpretable models, making significant strides in the industry.