LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain

12 July 2016

Papers citing "LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain"

14 / 14 papers shown

Title
Mean of Means: A 10-dollar Solution for Human Localization with Calibration-free and Unconstrained Camera Settings Tianyi Zhang Wengyu Zhang Xu-Lu Zhang Jiaxin Wu Xiao Wei Jiannong Cao Qing Li 32 0 0 28 Jan 2025
Black-Box $k$ -to- $1$ -PCA Reductions: Theory and Applications A. Jambulapati Syamantak Kumar Jerry Li Shourya Pandey Ankit Pensia Kevin Tian 37 2 0 06 Mar 2024
Compression-aware Training of Neural Networks using Frank-Wolfe Max Zimmer Christoph Spiegel S. Pokutta 14 9 0 24 May 2022
Fast algorithm for overcomplete order-3 tensor decomposition Jingqiu Ding Tommaso dÓrsi Chih-Hung Liu Stefan Tiegel David Steurer 13 9 0 14 Feb 2022
HEBO Pushing The Limits of Sample-Efficient Hyperparameter Optimisation Alexander I. Cowen-Rivers Wenlong Lyu Rasul Tutunov Zhi Wang Antoine Grosnit ... A. Maraval Hao Jianye Jun Wang Jan Peters H. Ammar 14 74 0 07 Dec 2020
Distributed Estimation for Principal Component Analysis: an Enlarged Eigenspace Analysis Xi Chen J. Lee He Li Yun Yang 6 6 0 05 Apr 2020
Learning-Based Low-Rank Approximations Piotr Indyk A. Vakilian Yang Yuan 37 67 0 30 Oct 2019
$Streaming Kernel PCA with $\tilde{O}(\sqrt{n})$ Random Features$ Streaming Kernel PCA with $\tilde{O}(\sqrt{n})$ Random Features Enayat Ullah Poorya Mianjy T. V. Marinov R. Arora 17 20 0 02 Aug 2018
A Nonconvex Projection Method for Robust PCA Aritra Dutta Filip Hanzely Peter Richtárik 12 24 0 21 May 2018
Tight Query Complexity Lower Bounds for PCA via Finite Sample Deformed Wigner Law Max Simchowitz A. Alaoui Benjamin Recht 15 38 0 04 Apr 2018
On Noisy Negative Curvature Descent: Competing with Gradient Descent for Faster Non-convex Optimization Mingrui Liu Tianbao Yang 22 23 0 25 Sep 2017
Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter Zeyuan Allen-Zhu 15 80 0 02 Feb 2017
Faster Principal Component Regression and Stable Matrix Chebyshev Approximation Zeyuan Allen-Zhu Yuanzhi Li 11 20 0 16 Aug 2016
Katyusha: The First Direct Acceleration of Stochastic Gradient Methods Zeyuan Allen-Zhu ODL 15 575 0 18 Mar 2016