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1602.06896
Cited By
Sharp detection in PCA under correlations: all eigenvalues matter
22 February 2016
Yan Sun
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Papers citing
"Sharp detection in PCA under correlations: all eigenvalues matter"
15 / 15 papers shown
Title
Asymptotic Normality of Log Likelihood Ratio and Fundamental Limit of the Weak Detection for Spiked Wigner Matrices
Hye Won Chung
Jihoon Lee
J. Lee
43
3
0
02 Mar 2022
Comparing Classes of Estimators: When does Gradient Descent Beat Ridge Regression in Linear Models?
Dominic Richards
Yan Sun
Patrick Rebeschini
74
3
0
26 Aug 2021
Detection of Signal in the Spiked Rectangular Models
Ji Hyung Jung
Hye Won Chung
J. Lee
94
10
0
28 Apr 2021
How to reduce dimension with PCA and random projections?
Fan Yang
Sifan Liu
Yan Sun
David P. Woodruff
63
28
0
01 May 2020
Asymptotics for Sketching in Least Squares Regression
Yan Sun
Sifan Liu
61
13
0
14 Oct 2018
Optimality and Sub-optimality of PCA I: Spiked Random Matrix Models
Amelia Perry
Alexander S. Wein
Afonso S. Bandeira
Ankur Moitra
84
110
0
02 Jul 2018
Fundamental limits of detection in the spiked Wigner model
A. Alaoui
Florent Krzakala
Michael I. Jordan
74
46
0
25 Jun 2018
Phase transitions in spiked matrix estimation: information-theoretic analysis
Léo Miolane
90
19
0
12 Jun 2018
Detection limits in the high-dimensional spiked rectangular model
A. Alaoui
Michael I. Jordan
82
20
0
20 Feb 2018
Finite Size Corrections and Likelihood Ratio Fluctuations in the Spiked Wigner Model
A. Alaoui
Florent Krzakala
Michael I. Jordan
83
21
0
09 Oct 2017
Optimal hypothesis testing for stochastic block models with growing degrees
Debapratim Banerjee
Zongming Ma
114
57
0
15 May 2017
Optimality and Sub-optimality of PCA for Spiked Random Matrices and Synchronization
Amelia Perry
Alexander S. Wein
Afonso S. Bandeira
Ankur Moitra
137
59
0
19 Sep 2016
Eigenvalue distributions of variance components estimators in high-dimensional random effects models
Fan Zhou
Iain M. Johnstone
63
13
0
08 Jul 2016
Testing in high-dimensional spiked models
Iain M. Johnstone
A. Onatski
84
53
0
24 Sep 2015
High-Dimensional Asymptotics of Prediction: Ridge Regression and Classification
Yan Sun
Stefan Wager
150
289
0
10 Jul 2015
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