-
2
-
-
84858744056
-
Group sparse coding
-
Bengio, S., Pereira, F., Singer, Y., and Strelow, D. Group sparse coding. In NIPS, 2009.
-
(2009)
NIPS
-
-
Bengio, S.1
Pereira, F.2
Singer, Y.3
Strelow, D.4
-
6
-
-
53849086824
-
Sure independence screening for ultrahigh dimensional feature space
-
Fan, J. and Lv, J. Sure independence screening for ultrahigh dimensional feature space. JRSS: B(Statistical Methodology), 2008.
-
(2008)
JRSS: B(Statistical Methodology)
-
-
Fan, J.1
Lv, J.2
-
7
-
-
84864959435
-
A comparison of the lasso and marginal regression
-
Genovese, C. R., Jin, J., Wasserman, L., and Yao, Z. A comparison of the lasso and marginal regression. JMLR, 2012.
-
(2012)
JMLR
-
-
Genovese, C.R.1
Jin, J.2
Wasserman, L.3
Yao, Z.4
-
8
-
-
84972525897
-
Local regression: Automatic kernel carpentry
-
Hastie, T. and Loader, C. Local regression: Automatic kernel carpentry. Statistical Science, pp. 120-129, 1993.
-
(1993)
Statistical Science
, pp. 120-129
-
-
Hastie, T.1
Loader, C.2
-
9
-
-
77956506018
-
Proximal methods for sparse hierarchical dictionary learning
-
Jenatton, R., Mairal, J., Obozinski, G., and Bach, F. Proximal methods for sparse hierarchical dictionary learning. ICML, 2010.
-
(2010)
ICML
-
-
Jenatton, R.1
Mairal, J.2
Obozinski, G.3
Bach, F.4
-
11
-
-
84898426452
-
A spatiotemporal descriptor based on 3d-gradients
-
Kläser, A., Marszałek, M., and Schmid, C. A spatiotemporal descriptor based on 3d-gradients. In BMVC, 2008.
-
(2008)
BMVC
-
-
Kläser, A.1
Marszałek, M.2
Schmid, C.3
-
12
-
-
84864036295
-
Efficient sparse coding algorithms
-
Lee, H., Battle, A., Raina, R., and Ng, A.Y. Efficient sparse coding algorithms. In NIPS, 2007.
-
(2007)
NIPS
-
-
Lee, H.1
Battle, A.2
Raina, R.3
Ng, A.Y.4
-
13
-
-
70450203660
-
Recognizing realistic actions from videos in the wild
-
Liu, J., Luo, J., and Shah, M. Recognizing realistic actions from videos in the wild. In CVPR, 2009.
-
(2009)
CVPR
-
-
Liu, J.1
Luo, J.2
Shah, M.3
-
15
-
-
51949107638
-
Object recognition from local scale-invariant features
-
Lowe, D. G. Object recognition from local scale-invariant features. CVPR, 1999.
-
(1999)
CVPR
-
-
Lowe, D.G.1
-
17
-
-
84897542602
-
Smoothing 11-penalized estimators for high-dimensional time-course data
-
Meier, L. and Biihlmann, P. Smoothing 11-penalized estimators for high-dimensional time-course data. Electronic Journal of Statistics, 2007.
-
(2007)
Electronic Journal of Statistics
-
-
Meier, L.1
Biihlmann, P.2
-
18
-
-
51949106645
-
Self-taught learning: Transfer learning from unlabeled data
-
Raina, R., Battle, A., Lee, H., Packer, B., and Ng, A.Y. Self-taught learning: transfer learning from unlabeled data. In ICML, 2007.
-
(2007)
ICML
-
-
Raina, R.1
Battle, A.2
Lee, H.3
Packer, B.4
Ng, A.Y.5
-
19
-
-
84867583383
-
-
Tech Report, IMA, University of Minnesota
-
Ramirez, I., Lecumberry, F., and Sapiro, G. Sparse modeling with universal priors and learned incoherent dictionaries. Tech Report, IMA, University of Minnesota, 2009.
-
(2009)
Sparse Modeling with Universal Priors and Learned Incoherent Dictionaries
-
-
Ramirez, I.1
Lecumberry, F.2
Sapiro, G.3
-
22
-
-
5444237123
-
Greed is good: Algorithmic results for sparse approximation
-
Tropp, J.A. Greed is good: Algorithmic results for sparse approximation. Information Theory, IEEE, 2004.
-
(2004)
Information Theory, IEEE
-
-
Tropp, J.A.1
-
24
-
-
84898890371
-
Evaluation of local spatio-temporal features for action recognition
-
Wang, H., Ullah, M.M., Klaser, A., Laptev, I., and Schmid, C. Evaluation of local spatio-temporal features for action recognition. In BMVC, 2009.
-
(2009)
BMVC
-
-
Wang, H.1
Ullah, M.M.2
Klaser, A.3
Laptev, I.4
Schmid, C.5
-
25
-
-
77955995785
-
Supervised translation-invariant sparse coding
-
Yang, J., Yu, K., and Huang, T. Supervised translation-invariant sparse coding. In CVPR, 2010.
-
(2010)
CVPR
-
-
Yang, J.1
Yu, K.2
Huang, T.3
-
26
-
-
84863401481
-
Nonlinear learning using local coordinate coding
-
Yu, K., Zhang, T., and Gong, Y. Nonlinear learning using local coordinate coding. NIPS, 2009.
-
(2009)
NIPS
-
-
Yu, K.1
Zhang, T.2
Gong, Y.3
-
27
-
-
80052889296
-
Learning image representations from the pixel level via hierarchical sparse coding
-
Yu, K., Lin, Y., and Lafferty, J. Learning image representations from the pixel level via hierarchical sparse coding. In CVPR, 2011.
-
(2011)
CVPR
-
-
Yu, K.1
Lin, Y.2
Lafferty, J.3
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