conftrace_

neural network expressivity

11 papers

Explore in graph

Co-occurring keywords · papers mentioning both

graph neural network (3) neural network (3) dormant neuron (2) approximation theory (2) linear region (2) learning dynamics (1) fixed point (1) decision boundary (1) graph isomorphism (1) mixing network (1)

Papers

Graph Neural Networks and Arithmetic Circuits NeurIPS 2024 Lower Bounds on the Expressivity of Recurrent Neural Language Models NAACL 2024 Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics NeurIPS 2024 The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization NeurIPS 2024 $\mathscr{N}$-WL: A New Hierarchy of Expressivity for Graph Neural Networks ICLR 2023 MAG-GNN: Reinforcement Learning Boosted Graph Neural Network NeurIPS 2023 The Dormant Neuron Phenomenon in Deep Reinforcement Learning ICML 2023 Expressivity of Neural Networks via Chaotic Itineraries beyond Sharkovsky’s Theorem AISTATS 2022 Empirical Studies on the Properties of Linear Regions in Deep Neural Networks ICLR 2020 Neural Networks with Small Weights and Depth-Separation Barriers NeurIPS 2020 Complexity of Linear Regions in Deep Networks ICML 2019