Spectral Convergence of Graph Laplacian and Heat Kernel Reconstruction in L∞ from Random Samples DB Dunson, HT Wu, N Wu Applied and Computational Harmonic Analysis 55, 282-336, 2021 | 72* | 2021 |
Think globally, fit locally under the manifold setup: Asymptotic analysis of locally linear embedding HT Wu, N Wu The Annals of Statistics 46 (6B), 3805-3837, 2018 | 44 | 2018 |
Graph based Gaussian processes on restricted domains DB Dunson, HT Wu, N Wu Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2022 | 32* | 2022 |
Eigen-convergence of Gaussian kernelized graph Laplacian by manifold heat interpolation X Cheng, N Wu Applied and Computational Harmonic Analysis 61, 132-190, 2022 | 23 | 2022 |
Connecting dots: from local covariance to empirical intrinsic geometry and locally linear embedding J Malik, C Shen, HT Wu, N Wu Pure and Applied Analysis 1 (4), 515-542, 2019 | 15 | 2019 |
Data-driven efficient solvers for Langevin dynamics on manifold in high dimensions Y Gao, JG Liu, N Wu Applied and Computational Harmonic Analysis 62, 261-309, 2023 | 12* | 2023 |
Strong uniform consistency with rates for kernel density estimators with general kernels on manifolds HT Wu, N Wu Information and Inference: A Journal of the IMA 11 (2), 781-799, 2022 | 12 | 2022 |
Inferring manifolds from noisy data using Gaussian processes DB Dunson, N Wu arXiv preprint arXiv:2110.07478, 2021 | 12 | 2021 |
When locally linear embedding hits boundary HT Wu, N Wu Journal of Machine Learning Research 24 (69), 1-80, 2023 | 10* | 2023 |
Length of a shortest closed geodesic in manifolds of dimension four N Wu, Z Zhu Journal of Differential Geometry 122 (3), 519-564, 2022 | 3* | 2022 |
An upper bound for the smallest area of a minimal surface in manifolds of dimension four N Wu, Z Zhu The Journal of Geometric Analysis 30 (1), 573-600, 2020 | 1 | 2020 |
Adaptive Bayesian Regression on Data with Low Intrinsic Dimensionality T Tang, N Wu, X Cheng, D Dunson arXiv preprint arXiv:2407.09286, 2024 | | 2024 |
Boundary Detection Algorithm Inspired by Locally Linear Embedding PC Kuo, N Wu arXiv preprint arXiv:2406.18456, 2024 | | 2024 |
Asymptotic Analysis of Locally Linear Embedding N Wu University of Toronto (Canada), 2018 | | 2018 |