Non-asymptotic upper bounds for the reconstruction error of PCA

13 September 2016

Papers citing "Non-asymptotic upper bounds for the reconstruction error of PCA"

10 / 10 papers shown

Title
Meta Reinforcement Learning with Finite Training Tasks -- a Density Estimation Approach Zohar Rimon Aviv Tamar Gilad Adler OOD OffRL 41 8 0 21 Jun 2022
Tangent Space and Dimension Estimation with the Wasserstein Distance Uzu Lim Harald Oberhauser Vidit Nanda 44 8 0 12 Oct 2021
Inference on the maximal rank of time-varying covariance matrices using high-frequency data M. Reiß Lars Winkelmann 24 4 0 01 Oct 2021
An Online Riemannian PCA for Stochastic Canonical Correlation Analysis Zihang Meng Rudrasis Chakraborty Vikas Singh 9 9 0 08 Jun 2021
Principal Component Analysis for Multivariate Extremes H. Drees Anne Sabourin 28 44 0 26 Jun 2019
A note on the prediction error of principal component regression Yana B. Feygin 26 6 0 07 Nov 2018
Wald Statistics in high-dimensional PCA Matthias Loffler 23 1 0 10 May 2018
Averaging Stochastic Gradient Descent on Riemannian Manifolds Nilesh Tripuraneni Nicolas Flammarion Francis R. Bach Michael I. Jordan 49 99 0 26 Feb 2018
Asymptotically Efficient Estimation of Smooth Functionals of Covariance Operators V. Koltchinskii 34 30 0 25 Oct 2017
Distributed Estimation of Principal Eigenspaces Jianqing Fan Dong Wang Kaizheng Wang Ziwei Zhu 12 160 0 21 Feb 2017