Internship at Lawrence Livermore National Laboratory, Livermore, CA, May 2021 - Aug 2021
Focus on Efficient Pruning for Neural Networks: Developed an algorithm that can prune a neural network up to 95% and provide Uncertainty Quantification
Binary Lottery Ticket
Use cycle learning rate to obtain distinct NN
CKA to measure distance of paramters
Machine Learning Researcher at Sibionics Inc., Shenzhen, China, Sept 2020 - Jan 2021
Working on AI-Driven Continuous Glucose Monitor. Considering paramter tuning for sensitives of devices
Develop a deep learning based algorithm to deal with the multi-step glucose forecast problem.
Develop a efficient algorithm to provide a tight and accurate prediction confidence interval.