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Graphon Estimation

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Showing 1–21 of 21 papers

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