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graph topology

32 papers

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Co-occurring keywords

graph neural network (3962) bradley-terry-luce model (18) pairwise comparison (187) dynamic graph (108) decentralized learning (103) spectral gap (27) data-parallel optimization (2) multi-agent system (1819) message passing (579) distributed optimization (275)

Papers

Mining Topological Structure in Graphs through Forest Representations JMLR 2020
Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent JMLR 2020
Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View AAAI 2020
Pareto-Optimal Allocation of Indivisible Goods with Connectivity Constraints AAAI 2019
Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology NIPS 2019
Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence AISTATS 2015
Topology Constraints in Graphical Models NIPS 2012