Global Convergence Rate of Deep Equilibrium Models with General Activations

11 February 2023

Papers citing "Global Convergence Rate of Deep Equilibrium Models with General Activations"

4 / 4 papers shown

Title
Deep Equilibrium Models are Almost Equivalent to Not-so-deep Explicit Models for High-dimensional Gaussian Mixtures Zenan Ling Longbo Li Zhanbo Feng Yixuan Zhang Feng Zhou Robert C. Qiu Zhenyu Liao 27 4 0 05 Feb 2024
On the Equivalence between Implicit and Explicit Neural Networks: A High-dimensional Viewpoint Zenan Ling Zhenyu Liao Robert C. Qiu 22 0 0 31 Aug 2023
Gradient Descent Optimizes Infinite-Depth ReLU Implicit Networks with Linear Widths Tianxiang Gao Hongyang Gao MLT 27 5 0 16 May 2022
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths Quynh N. Nguyen 25 49 0 24 Jan 2021