I am broadly interested in theory and application of machine learning. I have also done researches in non-convex optimization and its application in signal and image processing. Specifically, my research topics are
Mathematical theory for neural network models, especially the optimization dynamics
Model reduction with machine learning methods
Non-convex optimization