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fixed-point equation

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graph neural network (2) long-range dependency (2) maximum likelihood estimation (2) random tensor (1) continuity equation (1) implicit graph neural network (1) fixed-point equilibrium (1) density evolution (1) implicit layer (1) implicit network (1)

Papers

Scalable and Effective Implicit Graph Neural Networks on Large Graphs ICLR 2024 Implicit Graph Neural Networks: A Monotone Operator Viewpoint ICML 2023 A Random Matrix Perspective on Random Tensors JMLR 2022 Declarative nets that are equilibrium models ICLR 2022 JFB: Jacobian-Free Backpropagation for Implicit Networks AAAI 2022 Self-Consistency of the Fokker Planck Equation COLT 2022 Robust Implicit Networks via Non-Euclidean Contractions NeurIPS 2021