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Detection and Feature Selection in Sparse Mixture Models

7 May 2014

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 Eyar Azar B. Nadler 67 1 0 05 Sep 2024
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 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 Tengyao Wang Yan Sun M. Gataric R. Samworth 61 1 0 18 Apr 2023
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 Luca Pesce Bruno Loureiro Florent Krzakala Lenka Zdeborová 107 1 0 26 May 2022
Support Recovery in Mixture Models with Sparse Parameters A. Mazumdar S. Pal 52 0 0 24 Feb 2022
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 Matthew Brennan Guy Bresler 99 91 0 16 May 2020
Efficient Clustering for Stretched Mixtures: Landscape and Optimality Kaizheng Wang Yuling Yan Mateo Díaz 43 13 0 22 Mar 2020
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 Matthew Brennan Guy Bresler 133 12 0 08 Aug 2019
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 Saptarshi Chakraborty Swagatam Das 41 5 0 24 Mar 2019
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 Krishnakumar Balasubramanian Jianqing Fan Zhuoran Yang 52 13 0 17 Jul 2018
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 Martin Royer 114 30 0 18 May 2017
Covariate Regularized Community Detection in Sparse Graphs Bowei Yan Purnamrita Sarkar 72 55 0 10 Jul 2016
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 Zhaoran Wang Quanquan Gu Han Liu 156 12 0 30 Dec 2015
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 Jiashun Jin Z. Ke Wanjie Wang 130 52 0 24 Feb 2015
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 Martin Azizyan Aarti Singh Larry A. Wasserman 94 22 0 09 Jun 2014