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Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering.

, , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 2156-2165. PMLR, (2021)

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Random Matrix-Improved Estimation of the Wasserstein Distance between two Centered Gaussian Distributions., and . EUSIPCO, page 1-5. IEEE, (2019)Estimation of Covariance Matrix Distances in the High Dimension Low Sample Size Regime., and . CAMSAP, page 341-345. IEEE, (2019)Performance-Complexity Trade-Off in Large Dimensional Statistics., , , and . MLSP, page 1-6. IEEE, (2020)The Submerged Part of the AI-Ceberg Perspectives., , and . IEEE Signal Process. Mag., 39 (5): 10-17 (2022)Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering., , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 2156-2165. PMLR, (2021)Asymptotic Bayes risk of semi-supervised learning with uncertain labeling., and . CoRR, (2024)Improved Estimation of the Distance between Covariance Matrices., , , and . ICASSP, page 7445-7449. IEEE, (2019)Revisiting and Improving Semi-supervised Learning: A Large Dimensional Approach., and . ICASSP, page 3547-3551. IEEE, (2019)High Dimensional Robust Classification: A Random Matrix Analysis.. CAMSAP, page 420-424. IEEE, (2019)Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs., , and . NeurIPS, page 4039-4049. (2019)