A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion

24 September 2013

Papers citing "A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion"

50 / 59 papers shown

Title
Pairwise Comparisons without Stochastic Transitivity: Model, Theory and Applications Sze Ming Lee Yunxiao Chen 44 0 0 13 Jan 2025
Impossibility of latent inner product recovery via rate distortion Cheng Mao Shenduo Zhang 21 1 0 16 Jul 2024
Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model Chenyin Gao Zhiming Zhang Shu Yang 27 2 0 18 May 2024
Data Imputation by Pursuing Better Classification: A Supervised Kernel-Based Method Ruikai Yang Fan He Mingzhen He Kaijie Wang Xiaolin Huang 26 1 0 13 May 2024
$Concentration properties of fractional posterior in 1-bit matrix completion$ Concentration properties of fractional posterior in 1-bit matrix completion The Tien Mai 36 3 0 13 Apr 2024
Misclassification excess risk bounds for 1-bit matrix completion The Tien Mai 24 0 0 20 Dec 2023
Tuning-free one-bit covariance estimation using data-driven dithering S. Dirksen J. Maly 30 7 0 24 Jul 2023
An Admissible Shift-Consistent Method for Recommender Systems Tung D. Nguyen J. Uhlmann 20 3 0 17 Jul 2023
A Majorization-Minimization Gauss-Newton Method for 1-Bit Matrix Completion Xiaoqian Liu Xu Han Eric C. Chi B. Nadler 21 0 0 27 Apr 2023
Quantized Radio Map Estimation Using Tensor and Deep Generative Models Subash Timilsina Sagar Shrestha Xiao Fu 26 7 0 03 Mar 2023
Quantized Low-Rank Multivariate Regression with Random Dithering Junren Chen Yueqi Wang Michael Kwok-Po Ng 31 4 0 22 Feb 2023
Transductive Matrix Completion with Calibration for Multi-Task Learning Hengfang Wang Yasi Zhang Xiaojun Mao Zhonglei Wang 21 1 0 20 Feb 2023
Quantizing Heavy-tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery Junren Chen Michael Kwok-Po Ng Di Wang MQ 28 13 0 30 Dec 2022
A Generalized Latent Factor Model Approach to Mixed-data Matrix Completion with Entrywise Consistency Yunxiao Chen Xiaoou Li 29 0 0 17 Nov 2022
Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems Tung D. Nguyen J. Uhlmann 60 9 0 04 Apr 2022
High Dimensional Statistical Estimation under Uniformly Dithered One-bit Quantization Junren Chen Cheng-Long Wang Michael Kwok-Po Ng Di Wang MQ 26 17 0 26 Feb 2022
One-Bit Matrix Completion with Differential Privacy Zhengpin Li Zheng Wei Zengfeng Huang Xiaojun Mao Jian Wang 27 0 0 02 Oct 2021
Matrix Completion with Model-free Weighting Jiayi Wang R. K. Wong Xiaojun Mao Kwun Chuen Gary Chan 34 5 0 09 Jun 2021
Statistical Inference for Noisy Incomplete Binary Matrix Yunxiao Chen Chengcheng Li Ouyang Jing Gongjun Xu 22 7 0 04 May 2021
Maximum a Posteriori Inference of Random Dot Product Graphs via Conic Programming D. Wu David R Palmer Daryl R. DeFord 9 1 0 06 Jan 2021
TenIPS: Inverse Propensity Sampling for Tensor Completion Chengrun Yang Lijun Ding Ziyang Wu Madeleine Udell 29 8 0 01 Jan 2021
Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-order Convergence Yuetian Luo Wen Huang Xudong Li Anru R. Zhang 23 15 0 17 Nov 2020
Determining the Number of Factors in High-dimensional Generalized Latent Factor Models Yunxiao Chen Xiaoou Li 25 15 0 05 Oct 2020
Unfolding-Model-Based Visualization: Theory, Method and Applications Yunxiao Chen Z. Ying Haoran Zhang 9 2 0 03 Sep 2020
Robust Matrix Completion with Mixed Data Types Daqian Sun M. Wells 21 0 0 25 May 2020
Tensor denoising and completion based on ordinal observations Chanwoo Lee Miaoyan Wang 14 16 0 16 Feb 2020
Tensor Recovery from Noisy and Multi-Level Quantized Measurements Ren Wang Meng Wang Jinjun Xiong 17 4 0 05 Dec 2019
Weighted matrix completion from non-random, non-uniform sampling patterns S. Foucart Deanna Needell Reese Pathak Y. Plan Mary Wootters 22 27 0 30 Oct 2019
Binary matrix completion with nonconvex regularizers Chunsheng Liu 19 1 0 08 Apr 2019
Cluster Developing 1-Bit Matrix Completion Chengkun Zhang Stephen Lu 14 0 0 07 Apr 2019
Imputation and low-rank estimation with Missing Not At Random data Aude Sportisse Claire Boyer Julie Josse 25 47 0 29 Dec 2018
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality Miaoyan Wang Lexin Li 11 35 0 13 Nov 2018
A Novel Approach to Quantized Matrix Completion Using Huber Loss Measure Ashkan Esmaeili F. Marvasti MQ 13 30 0 29 Oct 2018
Recovering Quantized Data with Missing Information Using Bilinear Factorization and Augmented Lagrangian Method Ashkan Esmaeili Kayhan Behdin Sina Al-E-Mohammad F. Marvasti 11 3 0 07 Oct 2018
Collective Matrix Completion Mokhtar Z. Alaya Olga Klopp 13 11 0 24 Jul 2018
Learning tensors from partial binary measurements Navid Ghadermarzy Y. Plan Özgür Yilmaz MQ 17 35 0 31 Mar 2018
Binary Matrix Completion Using Unobserved Entries M. Hayashi Tomoya Sakai Masashi Sugiyama 26 1 0 13 Mar 2018
Spectral State Compression of Markov Processes Anru R. Zhang Mengdi Wang 31 49 0 08 Feb 2018
Near-optimal sample complexity for convex tensor completion Navid Ghadermarzy Y. Plan Özgür Yilmaz 22 32 0 14 Nov 2017
SAR: Semantic Analysis for Recommendation Han Xiao Minlie Huang 12 1 0 21 Feb 2017
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 40 58 0 05 Feb 2017
A Universal Variance Reduction-Based Catalyst for Nonconvex Low-Rank Matrix Recovery Lingxiao Wang Xiao Zhang Quanquan Gu 35 11 0 09 Jan 2017
Network cross-validation by edge sampling Tianxi Li Elizaveta Levina Ji Zhu 21 160 0 14 Dec 2016
A Unified Computational and Statistical Framework for Nonconvex Low-Rank Matrix Estimation Lingxiao Wang Xiao Zhang Quanquan Gu 22 80 0 17 Oct 2016
Regret Bounds for Non-decomposable Metrics with Missing Labels Prateek Jain Nagarajan Natarajan 17 3 0 07 Jun 2016
1-bit Matrix Completion: PAC-Bayesian Analysis of a Variational Approximation V. Cottet Pierre Alquier 38 36 0 14 Apr 2016
Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees Yudong Chen Martin J. Wainwright 28 317 0 10 Sep 2015
Categorical Matrix Completion Yang Cao Yao Xie 27 24 0 02 Jul 2015
Relative Error Bound Analysis for Nuclear Norm Regularized Matrix Completion Lijun Zhang Tianbao Yang Rong Jin Zhi-Hua Zhou 26 5 0 26 Apr 2015
Social Trust Prediction via Max-norm Constrained 1-bit Matrix Completion Jing Wang Jie Shen Huan Xu 28 1 0 24 Apr 2015