-
1
-
-
77955202099
-
-
Springer
-
F. Ricci, L. Rokach, B. Shapira, and P. B. Kantor, Eds., Recommender Systems Handbook. Springer, 2011.
-
(2011)
Recommender Systems Handbook
-
-
Ricci, F.1
Rokach, L.2
Shapira, B.3
Kantor, P.B.4
-
3
-
-
78649914423
-
Performance of recommender algorithms on top-n recommendation tasks
-
New York, NY, USA: ACM
-
P. Cremonesi, Y. Koren, and R. Turrin, "Performance of recommender algorithms on top-n recommendation tasks," in Proceedings of the fourth ACM conference on Recommender systems, ser. RecSys '10. New York, NY, USA: ACM, 2010, pp. 39-46.
-
(2010)
Proceedings of the Fourth ACM Conference on Recommender Systems, Ser. RecSys '10
, pp. 39-46
-
-
Cremonesi, P.1
Koren, Y.2
Turrin, R.3
-
4
-
-
67149083078
-
One-class collaborative filtering
-
Washington, DC, USA: IEEE Computer Society
-
R. Pan, Y. Zhou, B. Cao, N. N. Liu, R. Lukose, M. Scholz, and Q. Yang, "One-class collaborative filtering," in Proceedings of the 2008 Eighth IEEE International Conference on Data Mining. Washington, DC, USA: IEEE Computer Society, 2008, pp. 502-511.
-
(2008)
Proceedings of the 2008 Eighth IEEE International Conference on Data Mining
, pp. 502-511
-
-
Pan, R.1
Zhou, Y.2
Cao, B.3
Liu, N.N.4
Lukose, R.5
Scholz, M.6
Yang, Q.7
-
5
-
-
67049164166
-
Collaborative filtering for implicit feedback datasets
-
Washington, DC, USA: IEEE Computer Society
-
Y. Hu, Y. Koren, and C. Volinsky, "Collaborative filtering for implicit feedback datasets," in Proceedings of the 2008 Eighth IEEE International Conference on Data Mining. Washington, DC, USA: IEEE Computer Society, 2008, pp. 263-272.
-
(2008)
Proceedings of the 2008 Eighth IEEE International Conference on Data Mining
, pp. 263-272
-
-
Hu, Y.1
Koren, Y.2
Volinsky, C.3
-
6
-
-
31844451557
-
Fast maximum margin matrix factorization for collaborative prediction
-
New York, NY, USA: ACM
-
J. D. M. Rennie and N. Srebro, "Fast maximum margin matrix factorization for collaborative prediction," in Proceedings of the 22nd international conference on Machine learning, ser. ICML '05. New York, NY, USA: ACM, 2005, pp. 713-719.
-
(2005)
Proceedings of the 22nd International Conference on Machine Learning, Ser. ICML '05
, pp. 713-719
-
-
Rennie, J.D.M.1
Srebro, N.2
-
7
-
-
84898932317
-
Maximum-margin matrix factorization
-
MIT Press
-
N. Srebro, J. D. M. Rennie, and T. S. Jaakkola, "Maximum-margin matrix factorization," in Advances in Neural Information Processing Systems 17. MIT Press, 2005, pp. 1329-1336.
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
, pp. 1329-1336
-
-
Srebro, N.1
Rennie, J.D.M.2
Jaakkola, T.S.3
-
8
-
-
79951748586
-
One-class matrix completion with low-density factorizations
-
Washington, DC, USA: IEEE Computer Society
-
V. Sindhwani, S. S. Bucak, J. Hu, and A. Mojsilovic, "One-class matrix completion with low-density factorizations," in Proceedings of the 2010 IEEE International Conference on Data Mining, ser. ICDM '10. Washington, DC, USA: IEEE Computer Society, 2010, pp. 1055- 1060.
-
(2010)
Proceedings of the 2010 IEEE International Conference on Data Mining, Ser. ICDM '10
, pp. 1055-1060
-
-
Sindhwani, V.1
Bucak, S.S.2
Hu, J.3
Mojsilovic, A.4
-
9
-
-
3042742744
-
Latent semantic models for collaborative filtering
-
January
-
T. Hofmann, "Latent semantic models for collaborative filtering," ACM Trans. Inf. Syst., vol. 22, pp. 89-115, January 2004.
-
(2004)
ACM Trans. Inf. Syst.
, vol.22
, pp. 89-115
-
-
Hofmann, T.1
-
10
-
-
65449121157
-
Factorization meets the neighborhood: A multifaceted collaborative filtering model
-
New York, NY, USA: ACM
-
Y. Koren, "Factorization meets the neighborhood: a multifaceted collaborative filtering model," in Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, ser. KDD '08. New York, NY, USA: ACM, 2008, pp. 426-434.
-
(2008)
Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Ser. KDD '08
, pp. 426-434
-
-
Koren, Y.1
-
11
-
-
78650134987
-
Bpr: Bayesian personalized ranking from implicit feedback
-
Arlington, Virginia, United States: AUAI Press
-
S. Rendle, C. Freudenthaler, Z. Gantner, and S.-T. Lars, "Bpr: Bayesian personalized ranking from implicit feedback," in Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, ser. UAI '09. Arlington, Virginia, United States: AUAI Press, 2009, pp. 452-461.
-
(2009)
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, Ser. UAI '09
, pp. 452-461
-
-
Rendle, S.1
Freudenthaler, C.2
Gantner, Z.3
Lars, S.-T.4
-
13
-
-
16244401458
-
Regularization and variable selection via the elastic net
-
H. Zou and T. Hastie, "Regularization and variable selection via the elastic net," Journal Of The Royal Statistical Society Series B, vol. 67, no. 2, pp. 301-320, 2005.
-
(2005)
Journal of the Royal Statistical Society Series B
, vol.67
, Issue.2
, pp. 301-320
-
-
Zou, H.1
Hastie, T.2
-
14
-
-
77950537175
-
Regularization paths for generalized linear models via coordinate descent
-
2
-
J. H. Friedman, T. Hastie, and R. Tibshirani, "Regularization paths for generalized linear models via coordinate descent," Journal of Statistical Software, vol. 33, no. 1, pp. 1-22, 2 2010.
-
(2010)
Journal of Statistical Software
, vol.33
, Issue.1
, pp. 1-22
-
-
Friedman, J.H.1
Hastie, T.2
Tibshirani, R.3
-
15
-
-
57949113756
-
Improving regularized singular value decomposition for collaborative filtering
-
A. Paterek, "Improving regularized singular value decomposition for collaborative filtering," Statistics, pp. 2-5, 2007.
-
(2007)
Statistics
, pp. 2-5
-
-
Paterek, A.1
-
16
-
-
80053154590
-
Convex sparse matrix factorizations
-
0812.1869
-
F. Bach, J. Mairal, and J. Ponce, "Convex sparse matrix factorizations," CoRR, vol. abs/0812.1869, 2008.
-
(2008)
CoRR
, vol.ABS
-
-
Bach, F.1
Mairal, J.2
Ponce, J.3
-
17
-
-
76749107542
-
Online learning for matrix factorization and sparse coding
-
March
-
J. Mairal, F. Bach, J. Ponce, and G. Sapiro, "Online learning for matrix factorization and sparse coding," J. Mach. Learn. Res., vol. 11, pp. 19- 60, March 2010.
-
(2010)
J. Mach. Learn. Res.
, vol.11
, pp. 19-60
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
-
18
-
-
84900510076
-
Non-negative matrix factorization with sparseness constraints
-
December
-
P. O. Hoyer, "Non-negative matrix factorization with sparseness constraints," Journal of Machine Learning Research, vol. 5, pp. 1457-1469, December 2004.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1457-1469
-
-
Hoyer, P.O.1
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