Adaptive estimation of nonparametric geometric graphs
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Publication:2035746
DOI10.4171/MSL/15zbMath1467.62049arXiv1708.02107MaRDI QIDQ2035746
Thanh Mai Pham Ngoc, Yohann de Castro, Claire Lacour
Publication date: 25 June 2021
Published in: Mathematical Statistics and Learning (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1708.02107
Nonparametric estimation (62G05) Applications of graph theory (05C90) Inference from stochastic processes and spectral analysis (62M15) Combinatorial probability (60C05) Probability measures on groups or semigroups, Fourier transforms, factorization (60B15)
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Cites Work
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- A nonparametric two-sample hypothesis testing problem for random graphs
- Modeling heterogeneity in random graphs through latent space models: a selective review
- Sharp nonasymptotic bounds on the norm of random matrices with independent entries
- Universally consistent vertex classification for latent positions graphs
- High-dimensional random geometric graphs and their clique number
- Oracle inequalities for network models and sparse graphon estimation
- Limit theorems for \(U\)-processes
- User-friendly tail bounds for sums of random matrices
- Slope heuristics: overview and implementation
- On density estimation in the view of Kolmogorov's ideas in approximation theory
- Integral operators on the sphere generated by positive definite smooth kernels
- Statistical analysis of network data. Methods and models
- Random matrix approximation of spectra of integral operators
- The cut-off phenomenon for Brownian motions on compact symmetric spaces
- Percolation on dense graph sequences
- Matrix estimation by universal singular value thresholding
- Testing for high-dimensional geometry in random graphs
- Lie Groups
- General Selection Rule from a Family of Linear Estimators
- Harmonic Analysis of Mean Periodic Functions on Symmetric Spaces and the Heisenberg Group
- The Structure and Function of Complex Networks
- Random Geometric Graphs
- Latent Space Approaches to Social Network Analysis
- A Quest to Unravel the Metric Structure Behind Perturbed Networks
- Approximation Theory and Harmonic Analysis on Spheres and Balls
- Jacobi Polynomials, Weighted Sobolev Spaces and Approximation Results of Some Singularities
- Probability Inequalities for Sums of Bounded Random Variables
