-
2
-
-
84877575207
-
Recommender systems survey
-
J. Bobadilla, F. Ortega, A. Hernando, and A. Gutiérrez. Recommender systems survey. Knowledge-Based Systems, 46(0):109–132, 2013.
-
(2013)
Knowledge-Based Systems
, vol.46
, pp. 109-132
-
-
Bobadilla, J.1
Ortega, F.2
Hernando, A.3
Gutiérrez, A.4
-
3
-
-
77951291046
-
A singular value thresholding algorithm for matrix completion
-
J-F. Cai, E. J. Candès, and Z. Shen. A singular value thresholding algorithm for matrix completion. SIAM Journal on Optimization, 20(4):1956–1982, 2010.
-
(2010)
SIAM Journal on Optimization
, vol.20
, Issue.4
, pp. 1956-1982
-
-
Cai, J.-F.1
Candès, E.J.2
Shen, Z.3
-
5
-
-
84893492266
-
A max-norm constrained minimization approach to 1-bit matrix completion
-
T. T. Cai and W-X. Zhou. A max-norm constrained minimization approach to 1-bit matrix completion. J. Mach. Learn. Res., 14:3619–3647, 2013.
-
(2013)
J. Mach. Learn. Res.
, vol.14
, pp. 3619-3647
-
-
Cai, T.T.1
Zhou, W.-X.2
-
6
-
-
77952741387
-
Matrix completion with noise
-
E. J. Candès and Y. Plan. Matrix completion with noise. Proceedings of the IEEE, 98(6):925–936, 2010.
-
(2010)
Proceedings of the IEEE
, vol.98
, Issue.6
, pp. 925-936
-
-
Candès, E.J.1
Plan, Y.2
-
7
-
-
84929164125
-
1-bit matrix completion
-
M. A. Davenport, Y. Plan, E. van den Berg, and M. Wootters. 1-bit matrix completion. Information and Inference, 3(3):189–223, 2014.
-
(2014)
Information and Inference
, vol.3
, Issue.3
, pp. 189-223
-
-
Davenport, M.A.1
Plan, Y.2
Van Den Berg, E.3
Wootters, M.4
-
8
-
-
84866721491
-
Lifted coordinate descent for learning with trace-norm regularization
-
M. Dudík, Z. Harchaoui, and J. Malick. Lifted coordinate descent for learning with trace-norm regularization. In AISTATS, 2012.
-
(2012)
AISTATS
-
-
Dudík, M.1
Harchaoui, Z.2
Malick, J.3
-
10
-
-
85162455237
-
Learning with the weighted trace-norm under arbitrary sampling distributions
-
R. Foygel, R. Salakhutdinov, O. Shamir, and N. Srebro. Learning with the weighted trace-norm under arbitrary sampling distributions. In NIPS, pages 2133–2141, 2011.
-
(2011)
NIPS
, pp. 2133-2141
-
-
Foygel, R.1
Salakhutdinov, R.2
Shamir, O.3
Srebro, N.4
-
11
-
-
0004236492
-
-
Johns Hopkins University Press, Baltimore, MD, fourth edition
-
G. H. Golub and C. F. van Loan. Matrix computations. Johns Hopkins University Press, Baltimore, MD, fourth edition, 2013.
-
(2013)
Matrix Computations
-
-
Golub, G.H.1
Van Loan, C.F.2
-
12
-
-
79951886985
-
Recovering low-rank matrices from few coefficients in any basis
-
D. Gross. Recovering low-rank matrices from few coefficients in any basis. Information Theory, IEEE Transactions on, 57(3):1548–1566, 2011.
-
(2011)
Information Theory, IEEE Transactions On
, vol.57
, Issue.3
, pp. 1548-1566
-
-
Gross, D.1
-
13
-
-
84919816524
-
Exponential family matrix completion under structural constraints
-
S. Gunasekar, P. Ravikumar, and J. Ghosh. Exponential family matrix completion under structural constraints. ICML, 2014.
-
(2014)
ICML
-
-
Gunasekar, S.1
Ravikumar, P.2
Ghosh, J.3
-
14
-
-
77955991059
-
Robust video denoising using low rank matrix completion
-
J. Hui, L. Chaoqiang, S. Zuowei, and X. Yuhong. Robust video denoising using low rank matrix completion. CVPR, 0:1791–1798, 2010.
-
(2010)
CVPR
, pp. 1791-1798
-
-
Hui, J.1
Chaoqiang, L.2
Zuowei, S.3
Yuhong, X.4
-
15
-
-
84870175618
-
Tensor completion for estimating missing values in visual data
-
L. Ji, P. Musialski, P. Wonka, and Y. Jieping. Tensor completion for estimating missing values in visual data. IEEE Trans. Pattern Anal. Mach. Intell., 35(1):208–220, 2013.
-
(2013)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.35
, Issue.1
, pp. 208-220
-
-
Ji, L.1
Musialski, P.2
Wonka, P.3
Jieping, Y.4
-
17
-
-
84859835859
-
Rank penalized estimators for high-dimensional matrices
-
O. Klopp. Rank penalized estimators for high-dimensional matrices. Electron. J. Stat., 5:1161–1183, 2011.
-
(2011)
Electron. J. Stat.
, vol.5
, pp. 1161-1183
-
-
Klopp, O.1
-
18
-
-
84893673569
-
Noisy low-rank matrix completion with general sampling distribution
-
O. Klopp. Noisy low-rank matrix completion with general sampling distribution. Bernoulli, 2(1):282–303, 2 2014.
-
(2014)
Bernoulli
, vol.2
, Issue.1
, pp. 282-303
-
-
Klopp, O.1
-
19
-
-
82655171609
-
Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion
-
V. Koltchinskii, A. B. Tsybakov, and K. Lounici. Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion. Ann. Statist., 39(5):2302–2329, 2011.
-
(2011)
Ann. Statist.
, vol.39
, Issue.5
, pp. 2302-2329
-
-
Koltchinskii, V.1
Tsybakov, A.B.2
Lounici, K.3
-
20
-
-
85008044987
-
Matrix factorization techniques for recommender systems
-
Y. Koren, R. Bell, and C. Volinsky. Matrix factorization techniques for recommender systems. Computer, 42(8):30–37, 2009.
-
(2009)
Computer
, vol.42
, Issue.8
, pp. 30-37
-
-
Koren, Y.1
Bell, R.2
Volinsky, C.3
-
22
-
-
0034345597
-
About the constants in Talagrand’s concentration inequalities for empirical processes
-
P. Massart. About the constants in Talagrand’s concentration inequalities for empirical processes. Ann. Probab., 28(2):863–884, 2000.
-
(2000)
Ann. Probab.
, vol.28
, Issue.2
, pp. 863-884
-
-
Massart, P.1
-
23
-
-
77956944781
-
Spectral regularization algorithms for learning large incomplete matrices
-
R. Mazumder, T. Hastie, and R. Tibshirani. Spectral regularization algorithms for learning large incomplete matrices. J. Mach. Learn. Res., 11:2287–2322, 2010.
-
(2010)
J. Mach. Learn. Res.
, vol.11
, pp. 2287-2322
-
-
Mazumder, R.1
Hastie, T.2
Tibshirani, R.3
-
24
-
-
84862020232
-
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise
-
S. Negahban and M. J. Wainwright. Restricted strong convexity and weighted matrix completion: optimal bounds with noise. J. Mach. Learn. Res., 13:1665–1697, 2012.
-
(2012)
J. Mach. Learn. Res.
, vol.13
, pp. 1665-1697
-
-
Negahban, S.1
Wainwright, M.J.2
-
25
-
-
84864315555
-
User-friendly tail bounds for sums of random matrices
-
J. A. Tropp. User-friendly tail bounds for sums of random matrices. Found. Comput. Math., 12(4):389–434, 2012.
-
(2012)
Found. Comput. Math.
, vol.12
, Issue.4
, pp. 389-434
-
-
Tropp, J.A.1
-
27
-
-
84902133693
-
Linear total variation approximate regularized nuclear norm optimization for matrix completion
-
pages Art. ID 765782
-
H. Xu, W. Jiasong, W. Lu, C. Yang, L. Senhadji, and H. Shu. Linear total variation approximate regularized nuclear norm optimization for matrix completion. Abstr. Appl. Anal., pages Art. ID 765782, 8, 2014.
-
(2014)
Abstr. Appl. Anal.
-
-
Xu, H.1
Jiasong, W.2
Lu, W.3
Yang, C.4
Senhadji, L.5
Shu, H.6
-
28
-
-
84888350094
-
Seismic data reconstruction via matrix completion
-
Y. Yang, J. Ma, and S. Osher. Seismic data reconstruction via matrix completion. Inverse Probl. Imaging, 7(4):1379–1392, 2013.
-
(2013)
Inverse Probl. Imaging
, vol.7
, Issue.4
, pp. 1379-1392
-
-
Yang, Y.1
Ma, J.2
Osher, S.3
-
29
-
-
82555183095
-
An ordinal model for predicting personalized item rating distributions
-
RecSys’11, New York, NY, USA, ACM
-
Y. Koren and J. Sill. Ordrec: An ordinal model for predicting personalized item rating distributions. In Proceedings of the Fifth ACM Conference on Recommender Systems, RecSys’11, pages 117–124, New York, NY, USA, 2011. ACM.
-
(2011)
Proceedings of the Fifth ACM Conference on Recommender Systems
, pp. 117-124
-
-
Koren, Y.1
Ordrec, J.S.2
|