1-Bit Matrix Completion

17 September 2012

Papers citing "1-Bit Matrix Completion"

50 / 65 papers shown

Title
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion Akhil Jalan Yassir Jedra Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 230 0 0 28 Feb 2025
Pairwise Comparisons without Stochastic Transitivity: Model, Theory and Applications Sze Ming Lee Yunxiao Chen 44 0 0 13 Jan 2025
Exploiting Observation Bias to Improve Matrix Completion Yassir Jedra Sean Mann Charlotte Park Devavrat Shah 40 1 0 03 Jan 2025
Misclassification excess risk bounds for 1-bit matrix completion The Tien Mai 24 0 0 20 Dec 2023
Semiparametric Modeling and Analysis for Longitudinal Network Data Yinqiu He Jiajin Sun Yuang Tian Z. Ying Yang Feng 41 1 0 23 Aug 2023
Tuning-free one-bit covariance estimation using data-driven dithering S. Dirksen J. Maly 25 7 0 24 Jul 2023
Optimal and Private Learning from Human Response Data Duc Nguyen A. Zhang 30 1 0 10 Mar 2023
Mitigating Observation Biases in Crowdsourced Label Aggregation Ryosuke Ueda Koh Takeuchi H. Kashima 18 2 0 25 Feb 2023
Quantized Low-Rank Multivariate Regression with Random Dithering Junren Chen Yueqi Wang Michael Kwok-Po Ng 31 4 0 22 Feb 2023
Matrix Estimation for Individual Fairness Cindy Y. Zhang Sarah H. Cen Devavrat Shah FaML 36 4 0 04 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
Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction Stuti Jain Émilie Chouzenoux Kriti Kumar A. Majumdar 22 12 0 19 Oct 2022
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion G. Zhang Hong-Ming Chiu Richard Y. Zhang 27 10 0 24 Aug 2022
Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification G. Zhang S. Fattahi Richard Y. Zhang 62 23 0 07 Jun 2022
$Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(ε^{-7/4})$ Complexity$ Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(ε^{-7/4})$ Complexity Huan Li Zhouchen Lin 42 21 0 27 Jan 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
Matrix completion with data-dependent missingness probabilities Sohom Bhattacharya S. Chatterjee 29 18 0 04 Jun 2021
Statistical Inference for Noisy Incomplete Binary Matrix Yunxiao Chen Chengcheng Li Ouyang Jing Gongjun Xu 22 7 0 04 May 2021
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 51 30 0 16 Mar 2021
TenIPS: Inverse Propensity Sampling for Tensor Completion Chengrun Yang Lijun Ding Ziyang Wu Madeleine Udell 26 8 0 01 Jan 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 46 165 0 15 Dec 2020
Determining the Number of Factors in High-dimensional Generalized Latent Factor Models Yunxiao Chen Xiaoou Li 25 15 0 05 Oct 2020
Optimal Contextual Pricing and Extensions Allen Liu R. Leme Jon Schneider 29 1 0 03 Mar 2020
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
Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption Wei-Ying Ma George H. Chen 23 49 0 28 Oct 2019
On Robustness of Principal Component Regression Anish Agarwal Devavrat Shah Dennis Shen Dogyoon Song 31 81 0 28 Feb 2019
Mean Estimation from One-Bit Measurements A. Kipnis John C. Duchi MQ 28 6 0 10 Jan 2019
Matrix Completion under Low-Rank Missing Mechanism Xiaojun Mao Raymond K. W. Wong Songxi Chen 25 15 0 19 Dec 2018
A Novel Approach to Quantized Matrix Completion Using Huber Loss Measure Ashkan Esmaeili F. Marvasti MQ 11 30 0 29 Oct 2018
Learning tensors from partial binary measurements Navid Ghadermarzy Y. Plan Özgür Yilmaz MQ 17 35 0 31 Mar 2018
Matched Filters for Noisy Induced Subgraph Detection D. Sussman Youngser Park Carey E. Priebe V. Lyzinski 24 31 0 06 Mar 2018
Active Feature Acquisition with Supervised Matrix Completion Sheng-Jun Huang Miao Xu Ming-Kun Xie Masashi Sugiyama Gang Niu Songcan Chen 37 47 0 15 Feb 2018
Linearized Binary Regression Andrew Lan M. Chiang Christoph Studer 21 10 0 01 Feb 2018
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis Rong Ge Chi Jin Yi Zheng 56 434 0 03 Apr 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
Four lectures on probabilistic methods for data science Roman Vershynin 24 25 0 20 Dec 2016
Dynamic matrix recovery from incomplete observations under an exact low-rank constraint Liangbei Xu Mark A. Davenport 15 26 0 28 Oct 2016
Dynamic Assortment Personalization in High Dimensions Nathan Kallus Madeleine Udell 31 66 0 18 Oct 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
Online Categorical Subspace Learning for Sketching Big Data with Misses Yanning Shen Morteza Mardani G. Giannakis 21 16 0 27 Sep 2016
Fast Algorithms for Demixing Sparse Signals from Nonlinear Observations Mohammadreza Soltani C. Hegde 27 29 0 03 Aug 2016
Finite Sample Prediction and Recovery Bounds for Ordinal Embedding Lalit P. Jain Kevin G. Jamieson Robert D. Nowak 21 69 0 22 Jun 2016
Matrix Completion has No Spurious Local Minimum Rong Ge Jason D. Lee Tengyu Ma 27 596 0 24 May 2016
1-bit Matrix Completion: PAC-Bayesian Analysis of a Variational Approximation V. Cottet Pierre Alquier 38 36 0 14 Apr 2016
Unified View of Matrix Completion under General Structural Constraints Suriya Gunasekar A. Banerjee Joydeep Ghosh 22 11 0 29 Mar 2016
On the Online Frank-Wolfe Algorithms for Convex and Non-convex Optimizations Jean Lafond Hoi-To Wai Eric Moulines 48 32 0 05 Oct 2015
Boolean Matrix Factorization and Noisy Completion via Message Passing Siamak Ravanbakhsh Barnabás Póczós Russell Greiner 21 41 0 28 Sep 2015
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons Dohyung Park Joe Neeman Jin Zhang Sujay Sanghavi Inderjit S. Dhillon 21 75 0 16 Jul 2015