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Graphon Estimation

Papers

Showing 121 of 21 papers

TitleStatusHype
Reducing Crowdsourcing to Graphon Estimation, Statistically0
Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation0
Towards Optimal Estimation of Bivariate Isotonic Matrices with Unknown Permutations0
Training Graph Neural Networks by Graphon Estimation0
When is Nontrivial Estimation Possible for Graphons and Stochastic Block Models?0
Estimating Dyadic Treatment Effects with Unknown Confounders0
An iterative step-function estimator for graphons0
Graph data augmentation with Gromow-Wasserstein Barycenters0
Computational Lower Bounds for Graphon Estimation via Low-degree Polynomials0
Graphon Estimation in bipartite graphs with observable edge labels and unobservable node labels0
Consistent polynomial-time unseeded graph matching for Lipschitz graphons0
Link prediction for egocentrically sampled networks0
Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing0
Distributed Cartesian Power Graph Segmentation for Graphon Estimation0
Private graphon estimation via sum-of-squares0
Rates of Convergence of Spectral Methods for Graphon Estimation0
Joint Network Topology Inference via a Shared Graphon ModelCode0
Estimating network edge probabilities by neighborhood smoothingCode0
Graphon-aided Joint Estimation of Multiple GraphsCode0
Graphon Estimation from Partially Observed Network DataCode0
On semidefinite relaxations for the block modelCode0
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