Company Filing History:
Years Active: 2020-2024
Title: Yiyun Lan: Innovator in Automated Model Generation
Introduction
Yiyun Lan is a notable inventor based in Austin, TX (US). He has made significant contributions to the field of automated model generation, holding 2 patents that showcase his innovative approach to technology.
Latest Patents
Yiyun Lan's latest patents focus on a method for automated model building search space reduction. This method involves receiving an input data set that includes a plurality of features. The processor determines one or more characteristics of the input data set and adjusts architectural parameters of an automated model generation process based on these characteristics. The process is designed to generate multiple models using a weighted randomization process, which adjusts the probability of generating models with specific architectural features. Ultimately, the method executes the automated model generation process to output a model that includes data representative of a neural network.
Career Highlights
Yiyun Lan is currently employed at SparkCognition, Inc., where he continues to develop innovative solutions in the field of artificial intelligence and machine learning. His work has positioned him as a key player in advancing automated model generation techniques.
Collaborations
Some of Yiyun Lan's coworkers include Tyler S McDonnell and Sari Andoni, who contribute to the collaborative environment at SparkCognition, Inc. Their combined expertise fosters innovation and drives the company's success in the tech industry.
Conclusion
Yiyun Lan's contributions to automated model generation reflect his commitment to innovation and excellence in technology. His patents and work at SparkCognition, Inc. highlight his role as a leading inventor in the field.