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06/12/2023
On the Validity of Conformal Prediction for Network Data Under Non-Uniform Sampling
We study the properties of conformal prediction for network data under v...
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02/20/2023
Conformal Prediction for Network-Assisted Regression
An important problem in network analysis is predicting a node attribute ...
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06/28/2021
Bootstrapping the error of Oja's Algorithm
We consider the problem of quantifying uncertainty for the estimation er...
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09/14/2020
Higher-Order Correct Multiplier Bootstraps for Count Functionals of Networks
Subgraph counts play a central role in both graph limit theory and netwo...
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04/19/2020
On the Theoretical Properties of the Network Jackknife
We study the properties of a leave-node-out jackknife procedure for netw...
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07/29/2019
Subsampling Sparse Graphons Under Minimal Assumptions
We establish a general theory for subsampling network data generated by ...
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02/20/2019
Sample Splitting and Weak Assumption Inference For Time Series
We consider the problem of inference after model selection under weak as...
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11/08/2017