Nicholas Sterge

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 4

Top Topics

Kernel Principal Component Analysis

Laplacian Eigenmaps

Top Venues

J. Mach. Learn. Res.

Publications

Nicholas Sterge, Bharath K. Sriperumbudur
Statistical Optimality and Computational Efficiency of Nystrom Kernel PCA. J. Mach. Learn. Res. 23 (2022)
Nicholas Sterge, Bharath Sriperumbudur
Statistical Optimality and Computational Efficiency of Nyström Kernel PCA. CoRR (2021)
Nicholas Sterge, Bharath Sriperumbudur, Lorenzo Rosasco, Alessandro Rudi
Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling. AISTATS (2020)
Nicholas Sterge, Bharath Sriperumbudur, Lorenzo Rosasco, Alessandro Rudi
Gain with no Pain: Efficient Kernel-PCA by Nyström Sampling. CoRR (2019)