1-Bit Matrix Completion

1-Bit Matrix Completion

17 September 2012

Mark A. Davenport

Papers citing "1-Bit Matrix Completion"

15 / 65 papers shown

Title
A Geometric View on Constrained M-Estimators Yen-Huan Li Ya-Ping Hsieh N. Zerbib V. Cevher 19 6 0 26 Jun 2015
Low Rank Matrix Completion with Exponential Family Noise Jean Lafond 38 44 0 24 Feb 2015
1-Bit Matrix Completion under Exact Low-Rank Constraint S. Bhaskar Adel Javanmard 46 50 0 24 Feb 2015
The generalized Lasso with non-linear observations Y. Plan Roman Vershynin 38 195 0 13 Feb 2015
PU Learning for Matrix Completion Cho-Jui Hsieh Nagarajan Natarajan Inderjit S. Dhillon 45 153 0 22 Nov 2014
Individualized Rank Aggregation using Nuclear Norm Regularization Yu Lu S. Negahban 31 44 0 03 Oct 2014
Adaptive Multinomial Matrix Completion Olga Klopp Jean Lafond Eric Moulines Joseph Salmon 44 40 0 26 Aug 2014
One-bit compressive sensing with norm estimation Karin C. Knudson Rayan Saab Rachel A. Ward 35 156 0 28 Apr 2014
Robust Binary Fused Compressive Sensing using Adaptive Outlier Pursuit Xiangrong Zeng Mário A. T. Figueiredo MQ 21 10 0 20 Feb 2014
Phase transitions and sample complexity in Bayes-optimal matrix factorization Y. Kabashima Florent Krzakala M. Mézard A. Sakata Lenka Zdeborová 66 106 0 06 Feb 2014
Jointly Clustering Rows and Columns of Binary Matrices: Algorithms and Trade-offs Jiaming Xu Rui Wu Kai Zhu Bruce Hajek R. Srikant Lei Ying 68 44 0 01 Oct 2013
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion Tony Cai Wen-Xin Zhou 38 131 0 24 Sep 2013
Matrix Completion via Max-Norm Constrained Optimization T. Tony Cai Wenxin Zhou 41 111 0 02 Mar 2013
Matrix estimation by Universal Singular Value Thresholding S. Chatterjee 77 520 0 06 Dec 2012
High-dimensional generalized linear models and the lasso Sara van de Geer 198 749 0 04 Apr 2008