I am currently a Postdoctoral Research Associate at Carnegie Mellon University.
I obtained my phd degree from the National University of Singapore, working closely with Profs. Jiashi Feng, Shuicheng Yan and Zhouchen Lin.
canyilu AT gmail.com, canyil AT andrew.cmu.edu
- Statistical learning of structured sparsity: bounds for exact and stable recovery for models and solvers
Sparse structures of interest: sparse vector, low-rank matrix, block diagonal matrix and low-rank tensor
- Optimization for specific deep neural networks without back propagation; convex/nonconvex optimization with/without constraints
- Applications of deep learning in computer vision