Manifold learning: What, how, and why M Meilă, H Zhang Annual Review of Statistics and Its Application 11, 2024 | 41 | 2024 |
Manifold coordinates with physical meaning SJ Koelle, H Zhang, M Meilă, YC Chen The Journal of Machine Learning Research 23 (1), 5898-5954, 2022 | 24* | 2022 |
EMeth: An EM algorithm for cell type decomposition based on DNA methylation data H Zhang, R Cai, J Dai, W Sun Scientific reports 11 (1), 5717, 2021 | 16 | 2021 |
Consistency of Dictionary-Based Manifold Learning SJ Koelle, H Zhang, OV Murad, M Meila International Conference on Artificial Intelligence and Statistics, 4348-4356, 2024 | 2* | 2024 |
The Parametric Stability of Well-separated Spherical Gaussian Mixtures H Zhang, M Meila arXiv preprint arXiv:2302.00242, 2023 | | 2023 |
Distribution free optimality intervals for clustering M Meilă, H Zhang arXiv preprint arXiv:2107.14442, 2021 | | 2021 |