Exponential Family Matrix Completion under Structural Constraints

15 September 2015

Papers citing "Exponential Family Matrix Completion under Structural Constraints"

18 / 18 papers shown

Title
Always Valid Risk Monitoring for Online Matrix Completion ChiHua Wang Wenjie Li CLL 77 1 0 18 Nov 2022
Low-rank matrix recovery with non-quadratic loss: projected gradient method and regularity projection oracle Lijun Ding Yuqian Zhang Yudong Chen 37 1 0 31 Aug 2020
Matrix Completion with Quantified Uncertainty through Low Rank Gaussian Copula Yuxuan Zhao Madeleine Udell 123 23 0 18 Jun 2020
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent Tian Tong Cong Ma Yuejie Chi 112 120 0 18 May 2020
Low-rank matrix completion and denoising under Poisson noise Andrew D. McRae Mark A. Davenport 58 19 0 11 Jul 2019
Learning Kolmogorov Models for Binary Random Variables H. Ghauch Mikael Skoglund H. S. Ghadikolaei Carlo Fischione Ali H. Sayed 46 7 0 06 Jun 2018
Causal Inference with Noisy and Missing Covariates via Matrix Factorization Nathan Kallus Xiaojie Mao Madeleine Udell CML 93 63 0 03 Jun 2018
General Latent Feature Models for Heterogeneous Datasets Isabel Valera Melanie F. Pradier Maria Lomeli Zoubin Ghahramani 70 18 0 12 Jun 2017
A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe Francesco Locatello Rajiv Khanna Michael Tschannen Martin Jaggi 70 50 0 21 Feb 2017
A Universal Variance Reduction-Based Catalyst for Nonconvex Low-Rank Matrix Recovery Lingxiao Wang Xiao Zhang Quanquan Gu 89 11 0 09 Jan 2017
Dynamic Assortment Personalization in High Dimensions Nathan Kallus Madeleine Udell 190 69 0 18 Oct 2016
A Unified Computational and Statistical Framework for Nonconvex Low-Rank Matrix Estimation Lingxiao Wang Xiao Zhang Quanquan Gu 59 81 0 17 Oct 2016
Structured Matrix Recovery via the Generalized Dantzig Selector Sheng Chen A. Banerjee 48 10 0 12 Apr 2016
Unified View of Matrix Completion under General Structural Constraints Suriya Gunasekar A. Banerjee Joydeep Ghosh 63 11 0 29 Mar 2016
Revealed Preference at Scale: Learning Personalized Preferences from Assortment Choices Nathan Kallus Madeleine Udell 59 11 0 17 Sep 2015
A Geometric View on Constrained M-Estimators Yen-Huan Li Ya-Ping Hsieh N. Zerbib Volkan Cevher 73 6 0 26 Jun 2015
Low Rank Matrix Completion with Exponential Family Noise Jean Lafond 100 45 0 24 Feb 2015
Adaptive Multinomial Matrix Completion Olga Klopp Jean Lafond Eric Moulines Joseph Salmon 76 40 0 26 Aug 2014