Matrix Completion with Model-free Weighting

9 June 2021

Papers citing "Matrix Completion with Model-free Weighting"

24 / 24 papers shown

Title
Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma Yuling Yan 62 128 0 20 Feb 2019
Matrix Completion under Low-Rank Missing Mechanism Xiaojun Mao Raymond K. W. Wong Songxi Chen 55 16 0 19 Dec 2018
Causal Inference with Noisy and Missing Covariates via Matrix Factorization Nathan Kallus Xiaojie Mao Madeleine Udell CML 82 63 0 03 Jun 2018
Matrix Completion Methods for Causal Panel Data Models Susan Athey Mohsen Bayati Nikolay Doudchenko Guido Imbens Khashayar Khosravi 145 422 0 27 Oct 2017
Max-Norm Optimization for Robust Matrix Recovery Ethan X. Fang Han Liu Kim-Chuan Toh Wen-Xin Zhou 53 34 0 24 Sep 2016
Optimal large-scale quantum state tomography with Pauli measurements Tony Cai Donggyu Kim Yazhen Wang M. Yuan Harrison H. Zhou 39 30 0 24 Mar 2016
Recommendations as Treatments: Debiasing Learning and Evaluation Tobias Schnabel Adith Swaminathan Ashudeep Singh Navin Chandak Thorsten Joachims CML 166 686 0 17 Feb 2016
Top-N Recommender System via Matrix Completion Zhao Kang Chong Peng Q. Cheng 288 113 0 19 Jan 2016
Estimation with Norm Regularization A. Banerjee Sheng Chen F. Fazayeli V. Sivakumar 73 63 0 09 May 2015
Probabilistic low-rank matrix completion on finite alphabets Jean Lafond Olga Klopp Eric Moulines Joseph Salmon 81 38 0 08 Dec 2014
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares Trevor Hastie Rahul Mazumder Jason D. Lee R. Zadeh 165 529 0 09 Oct 2014
Adaptive Multinomial Matrix Completion Olga Klopp Jean Lafond Eric Moulines Joseph Salmon 68 40 0 26 Aug 2014
Asymptotic equivalence of quantum state tomography and noisy matrix completion Yazhen Wang 83 26 0 20 Nov 2013
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion Tony Cai Wen-Xin Zhou 98 132 0 24 Sep 2013
Concentration in unbounded metric spaces and algorithmic stability A. Kontorovich 104 55 0 04 Sep 2013
Matrix Completion via Max-Norm Constrained Optimization T. Tony Cai Wenxin Zhou 178 113 0 02 Mar 2013
1-Bit Matrix Completion Mark A. Davenport Y. Plan E. Berg Mary Wootters 221 353 0 17 Sep 2012
Noisy low-rank matrix completion with general sampling distribution Olga Klopp 131 206 0 01 Mar 2012
Clustering using Max-norm Constrained Optimization A. Jalali Nathan Srebro 106 32 0 25 Feb 2012
Learning with the Weighted Trace-norm under Arbitrary Sampling Distributions Rina Foygel Ruslan Salakhutdinov Ohad Shamir Nathan Srebro 98 66 0 21 Jun 2011
Concentration-Based Guarantees for Low-Rank Matrix Reconstruction Rina Foygel Nathan Srebro 113 74 0 18 Feb 2011
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 234 664 0 29 Nov 2010
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise S. Negahban Martin J. Wainwright 216 522 0 10 Sep 2010
Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm Ruslan Salakhutdinov Nathan Srebro 169 235 0 14 Feb 2010