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Found 5 papers, 0 papers with code
Localization in 1D non-parametric latent space models from pairwise affinities
We consider the problem of estimating latent positions in a one-dimensional torus from pairwise affinities.
Locally differentially private estimation of nonlinear functionals of discrete distributions
In the non-interactive case, we study two plug-in type estimators of $F_{\gamma}$, for all $\gamma >0$, that are similar to the MLE analyzed by Jiao et al. (2017) in the multinomial model.
Locally differentially private estimation of functionals of discrete distributions
In the non-interactive case, we study several plug-in type estimators of $F_{\gamma}$, for all $\gamma >0$, that are similar to the MLE which has been analyzed by Jiao et al. (2017) in the multinomial model.
On the Estimation of Network Complexity: Dimension of Graphons
Based on this estimated distance, we compute the corresponding covering number and Minkowski dimension and we provide optimal non-asymptotic error bounds for these two plug-in estimators.
Pair-Matching: Links Prediction with Adaptive Queries
This paper shows that sublinear regret is achievable in the case where the graph is generated according to a Stochastic Block Model (SBM) with two communities.
