CSL & ECE, University of Illinois Urbana-Champaign; Department of Computer Sciences, University of Wisconsin-Madison; ECE, University of California San Diego; ECE, New York University
Zi Wang, Aaron Havens, Alexandre Araujo, Yang Zheng, Bin Hu, Yudong Chen, Somesh Jha
Semidefinite programming;Lipschitz constant;Deep learning
On the Scalability and Memory Efficiency of Semidefinite Programs for Lipschitz Constant Estimation of Neural Networks