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Detection and Feature Selection in Sparse Mixture Models
v1v2v3 (latest)

Detection and Feature Selection in Sparse Mixture Models

7 May 2014
Nicolas Verzélen
E. Arias-Castro
ArXiv (abs)PDFHTML

Papers citing "Detection and Feature Selection in Sparse Mixture Models"

25 / 25 papers shown
Title
Semi-Supervised Sparse Gaussian Classification: Provable Benefits of
  Unlabeled Data
Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data
Eyar Azar
B. Nadler
67
1
0
05 Sep 2024
On Parameter Estimation in Deviated Gaussian Mixture of Experts
On Parameter Estimation in Deviated Gaussian Mixture of Experts
Huy Nguyen
Khai Nguyen
Nhat Ho
76
1
0
07 Feb 2024
Subject clustering by IF-PCA and several recent methods
Subject clustering by IF-PCA and several recent methods
Dieyi Chen
Jiashun Jin
Z. Ke
65
0
0
08 Jun 2023
Sharp-SSL: Selective high-dimensional axis-aligned random projections
  for semi-supervised learning
Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning
Tengyao Wang
Yan Sun
M. Gataric
R. Samworth
61
1
0
18 Apr 2023
Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated
  Models
Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models
Dat Do
Huy Nguyen
Khai Nguyen
Nhat Ho
60
4
0
27 Jan 2023
Subspace clustering in high-dimensions: Phase transitions &
  Statistical-to-Computational gap
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap
Luca Pesce
Bruno Loureiro
Florent Krzakala
Lenka Zdeborová
107
1
0
26 May 2022
Support Recovery in Mixture Models with Sparse Parameters
Support Recovery in Mixture Models with Sparse Parameters
A. Mazumdar
S. Pal
52
0
0
24 Feb 2022
Computationally efficient sparse clustering
Computationally efficient sparse clustering
Matthias Löffler
Alexander S. Wein
Afonso S. Bandeira
66
16
0
21 May 2020
Reducibility and Statistical-Computational Gaps from Secret Leakage
Reducibility and Statistical-Computational Gaps from Secret Leakage
Matthew Brennan
Guy Bresler
99
91
0
16 May 2020
Efficient Clustering for Stretched Mixtures: Landscape and Optimality
Efficient Clustering for Stretched Mixtures: Landscape and Optimality
Kaizheng Wang
Yuling Yan
Mateo Díaz
43
13
0
22 Mar 2020
Testing Equivalence of Clustering
Testing Equivalence of Clustering
Chao Gao
Zongming Ma
44
2
0
28 Oct 2019
Average-Case Lower Bounds for Learning Sparse Mixtures, Robust
  Estimation and Semirandom Adversaries
Average-Case Lower Bounds for Learning Sparse Mixtures, Robust Estimation and Semirandom Adversaries
Matthew Brennan
Guy Bresler
133
12
0
08 Aug 2019
Large-scale inference with block structure
Large-scale inference with block structure
J. Kou
G. Walther
35
2
0
28 Jun 2019
A Strongly Consistent Sparse $k$-means Clustering with Direct $l_1$
  Penalization on Variable Weights
A Strongly Consistent Sparse kkk-means Clustering with Direct l1l_1l1​ Penalization on Variable Weights
Saptarshi Chakraborty
Swagatam Das
41
5
0
24 Mar 2019
Curse of Heterogeneity: Computational Barriers in Sparse Mixture Models
  and Phase Retrieval
Curse of Heterogeneity: Computational Barriers in Sparse Mixture Models and Phase Retrieval
Jianqing Fan
Han Liu
Zhaoran Wang
Zhuoran Yang
125
22
0
21 Aug 2018
Tensor Methods for Additive Index Models under Discordance and
  Heterogeneity
Tensor Methods for Additive Index Models under Discordance and Heterogeneity
Krishnakumar Balasubramanian
Jianqing Fan
Zhuoran Yang
52
13
0
17 Jul 2018
Two-sample Hypothesis Testing for Inhomogeneous Random Graphs
Two-sample Hypothesis Testing for Inhomogeneous Random Graphs
Debarghya Ghoshdastidar
Maurilio Gutzeit
Alexandra Carpentier
U. V. Luxburg
89
57
0
04 Jul 2017
Adaptive Clustering through Semidefinite Programming
Adaptive Clustering through Semidefinite Programming
Martin Royer
114
30
0
18 May 2017
Covariate Regularized Community Detection in Sparse Graphs
Covariate Regularized Community Detection in Sparse Graphs
Bowei Yan
Purnamrita Sarkar
72
55
0
10 Jul 2016
A Simple Approach to Sparse Clustering
A Simple Approach to Sparse Clustering
E. Arias-Castro
X. Pu
15
28
0
23 Feb 2016
Sharp Computational-Statistical Phase Transitions via Oracle
  Computational Model
Sharp Computational-Statistical Phase Transitions via Oracle Computational Model
Zhaoran Wang
Quanquan Gu
Han Liu
156
12
0
30 Dec 2015
Multidimensional two-component Gaussian mixtures detection
Multidimensional two-component Gaussian mixtures detection
Béatrice Laurent
C. Marteau
C. Maugis-Rabusseau
CoGe
55
5
0
30 Sep 2015
Phase Transitions for High Dimensional Clustering and Related Problems
Phase Transitions for High Dimensional Clustering and Related Problems
Jiashun Jin
Z. Ke
Wanjie Wang
130
52
0
24 Feb 2015
Influential Feature PCA for high dimensional clustering
Influential Feature PCA for high dimensional clustering
Jiashun Jin
Wanjie Wang
172
80
0
20 Jul 2014
Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian
  Mixtures
Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures
Martin Azizyan
Aarti Singh
Larry A. Wasserman
94
22
0
09 Jun 2014
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