1-Bit Matrix Completion

17 September 2012

Papers citing "1-Bit Matrix Completion"

40 / 40 papers shown

Title
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion Akhil Jalan Yassir Jedra Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 97 0 0 28 Feb 2025
Pairwise Comparisons without Stochastic Transitivity: Model, Theory and Applications Sze Ming Lee Yunxiao Chen 32 0 0 13 Jan 2025
Exploiting Observation Bias to Improve Matrix Completion Yassir Jedra Sean Mann Charlotte Park Devavrat Shah 33 1 0 03 Jan 2025
Semiparametric Modeling and Analysis for Longitudinal Network Data Yinqiu He Jiajin Sun Yuang Tian Z. Ying Yang Feng 30 1 0 23 Aug 2023
Tuning-free one-bit covariance estimation using data-driven dithering S. Dirksen J. Maly 23 7 0 24 Jul 2023
Mitigating Observation Biases in Crowdsourced Label Aggregation Ryosuke Ueda Koh Takeuchi H. Kashima 8 2 0 25 Feb 2023
Quantized Low-Rank Multivariate Regression with Random Dithering Junren Chen Yueqi Wang Michael Kwok-Po Ng 19 4 0 22 Feb 2023
Matrix Estimation for Individual Fairness Cindy Y. Zhang Sarah H. Cen Devavrat Shah FaML 18 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 24 12 0 30 Dec 2022
A Generalized Latent Factor Model Approach to Mixed-data Matrix Completion with Entrywise Consistency Yunxiao Chen Xiaoou Li 19 0 0 17 Nov 2022
Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction Stuti Jain Émilie Chouzenoux Kriti Kumar A. Majumdar 11 12 0 19 Oct 2022
Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification G. Zhang S. Fattahi Richard Y. Zhang 40 23 0 07 Jun 2022
Matrix Completion with Model-free Weighting Jiayi Wang R. K. Wong Xiaojun Mao Kwun Chuen Gary Chan 29 5 0 09 Jun 2021
Statistical Inference for Noisy Incomplete Binary Matrix Yunxiao Chen Chengcheng Li Ouyang Jing Gongjun Xu 15 7 0 04 May 2021
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 30 30 0 16 Mar 2021
TenIPS: Inverse Propensity Sampling for Tensor Completion Chengrun Yang Lijun Ding Ziyang Wu Madeleine Udell 22 8 0 01 Jan 2021
Optimal Contextual Pricing and Extensions Allen Liu R. Leme Jon Schneider 21 1 0 03 Mar 2020
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 11 49 0 28 Oct 2019
Mean Estimation from One-Bit Measurements A. Kipnis John C. Duchi MQ 16 6 0 10 Jan 2019
Matched Filters for Noisy Induced Subgraph Detection D. Sussman Youngser Park Carey E. Priebe V. Lyzinski 16 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 21 47 0 15 Feb 2018
Linearized Binary Regression Andrew S. Lan M. Chiang Christoph Studer 16 10 0 01 Feb 2018
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis Rong Ge Chi Jin Yi Zheng 36 433 0 03 Apr 2017
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 16 59 0 05 Feb 2017
Four lectures on probabilistic methods for data science Roman Vershynin 14 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 29 66 0 18 Oct 2016
A Unified Computational and Statistical Framework for Nonconvex Low-Rank Matrix Estimation Lingxiao Wang Xiao Zhang Quanquan Gu 14 80 0 17 Oct 2016
Fast Algorithms for Demixing Sparse Signals from Nonlinear Observations Mohammadreza Soltani C. Hegde 11 29 0 03 Aug 2016
1-bit Matrix Completion: PAC-Bayesian Analysis of a Variational Approximation V. Cottet Pierre Alquier 25 36 0 14 Apr 2016
On the Online Frank-Wolfe Algorithms for Convex and Non-convex Optimizations Jean Lafond Hoi-To Wai Eric Moulines 27 32 0 05 Oct 2015
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons Dohyung Park Joe Neeman Jin Zhang Sujay Sanghavi Inderjit S. Dhillon 13 76 0 16 Jul 2015
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 28 44 0 24 Feb 2015
PU Learning for Matrix Completion Cho-Jui Hsieh Nagarajan Natarajan Inderjit S. Dhillon 27 153 0 22 Nov 2014
Individualized Rank Aggregation using Nuclear Norm Regularization Yu Lu S. Negahban 24 44 0 03 Oct 2014
Adaptive Multinomial Matrix Completion Olga Klopp Jean Lafond Eric Moulines Joseph Salmon 32 40 0 26 Aug 2014
Phase transitions and sample complexity in Bayes-optimal matrix factorization Y. Kabashima Florent Krzakala M. Mézard A. Sakata Lenka Zdeborová 50 105 0 06 Feb 2014
Matrix estimation by Universal Singular Value Thresholding S. Chatterjee 35 520 0 06 Dec 2012
High-dimensional generalized linear models and the lasso Sara van de Geer 181 748 0 04 Apr 2008