How to reduce dimension with PCA and random projections?

1 May 2020

Papers citing "How to reduce dimension with PCA and random projections?"

5 / 5 papers shown

Title
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Edgar Dobriban 13 8 0 09 Nov 2022
Sparse sketches with small inversion bias Michal Derezinski Zhenyu Liao Edgar Dobriban Michael W. Mahoney 17 21 0 21 Nov 2020
Precise expressions for random projections: Low-rank approximation and randomized Newton Michal Derezinski Feynman T. Liang Zhenyu A. Liao Michael W. Mahoney 24 23 0 18 Jun 2020
Optimal Iterative Sketching with the Subsampled Randomized Hadamard Transform Jonathan Lacotte Sifan Liu Edgar Dobriban Mert Pilanci 19 8 0 03 Feb 2020
An algorithm for the principal component analysis of large data sets N. Halko P. Martinsson Y. Shkolnisky M. Tygert 60 277 0 30 Jul 2010