Department of Computer Science, Iowa State University; Dept. of Electrical and Computer Engineering, The Ohio State University; Department of Mathematics, Iowa State University
Tianxiang Gao, Hailiang Liu, Jia Liu, Hridesh Rajan, Hongyang Gao
Deep learning;Deep implicit learning;deep equilibrium model;gradient descent;stochastic gradient descent;over-parameterization
A global convergence theory for deep ReLU implicit networks via over-parameterization