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Exponential Family Matrix Completion under Structural Constraints

Exponential Family Matrix Completion under Structural Constraints

15 September 2015
Suriya Gunasekar
Pradeep Ravikumar
Joydeep Ghosh
ArXiv (abs)PDFHTML

Papers citing "Exponential Family Matrix Completion under Structural Constraints"

18 / 18 papers shown
Title
Always Valid Risk Monitoring for Online Matrix Completion
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
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
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
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
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
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
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
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
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
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
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
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
Structured Matrix Recovery via the Generalized Dantzig Selector
Sheng Chen
A. Banerjee
46
10
0
12 Apr 2016
Unified View of Matrix Completion under General Structural Constraints
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
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
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
Low Rank Matrix Completion with Exponential Family Noise
Jean Lafond
100
45
0
24 Feb 2015
Adaptive Multinomial Matrix Completion
Adaptive Multinomial Matrix Completion
Olga Klopp
Jean Lafond
Eric Moulines
Joseph Salmon
76
40
0
26 Aug 2014
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