-
1
-
-
33645712892
-
Compressed sensing
-
David Donoho. Compressed sensing. IEEE Trans. Info. Theory, 52(4):1289-1306, 2006.
-
(2006)
IEEE Trans. Info. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
2
-
-
0000406788
-
Solving multiclass learning problems via error-correcting output codes
-
T. Dietterich and G. Bakiri. Solving multiclass learning problems via error-correcting output codes. Journal of Artificial Intelligence Research, 2:263-286, 1995.
-
(1995)
Journal of Artificial Intelligence Research
, vol.2
, pp. 263-286
-
-
Dietterich, T.1
Bakiri, G.2
-
4
-
-
3042597440
-
Learning multi-label scene classification
-
M. Boutell, J. Luo, X. Shen, and C. Brown. Learning multi-label scene classification. Pattern Recognition, 37(9):1757-1771, 2004.
-
(2004)
Pattern Recognition
, vol.37
, Issue.9
, pp. 1757-1771
-
-
Boutell, M.1
Luo, J.2
Shen, X.3
Brown, C.4
-
8
-
-
14344250451
-
Support vector machine learning for interdependent and structured output spaces
-
I. Tsochantaridis, T. Hofmann, T. Joachims, and Y. Altun. Support vector machine learning for interdependent and structured output spaces. In ICML, 2004.
-
(2004)
ICML
-
-
Tsochantaridis, I.1
Hofmann, T.2
Joachims, T.3
Altun, Y.4
-
9
-
-
33745768424
-
Kernel-based learning of hierarchical multilabel classification models
-
J. Rousu, C. Saunders, S. Szedmak, and J. Shawe-Taylor. Kernel-based learning of hierarchical multilabel classification models. Journal of Machine Learning Research, 7:1601-1626, 2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1601-1626
-
-
Rousu, J.1
Saunders, C.2
Szedmak, S.3
Shawe-Taylor, J.4
-
12
-
-
24044435942
-
Reducing multiclass to binary: A unifying approach for margin classifiers
-
Erin Allwein, Robert Schapire, and Yoram Singer. Reducing multiclass to binary: A unifying approach for margin classifiers. Journal of Machine Learning Research, 1:113-141, 2000.
-
(2000)
Journal of Machine Learning Research
, vol.1
, pp. 113-141
-
-
Allwein, E.1
Schapire, R.2
Singer, Y.3
-
14
-
-
33745604236
-
Stable signal recovery from incomplete and inaccurate measurements
-
Emmanuel Candès, Justin Romberg, and Terrence Tao. Stable signal recovery from incomplete and inaccurate measurements. Comm. Pure Appl. Math., 59:1207-122, 2006.
-
(2006)
Comm. Pure Appl. Math.
, vol.59
, pp. 1207-1122
-
-
Candès, E.1
Romberg, J.2
Tao, T.3
-
15
-
-
36248929865
-
Deterministic constructions of compressed sensing matrices
-
R. DeVore. Deterministic constructions of compressed sensing matrices. J. of Complexity, 23:918-925, 2007.
-
(2007)
J. of Complexity
, vol.23
, pp. 918-925
-
-
DeVore, R.1
-
16
-
-
55649100730
-
Uniform uncertainty principle for bernoulli and subgaussian ensembles
-
Shahar Mendelson, Alain Pajor, and Nicole Tomczak-Jaegermann. Uniform uncertainty principle for Bernoulli and subgaussian ensembles. Constructive Approximation, 28(3):277-289, 2008.
-
(2008)
Constructive Approximation
, vol.28
, Issue.3
, pp. 277-289
-
-
Mendelson, S.1
Pajor, A.2
Tomczak-Jaegermann, N.3
-
18
-
-
0027842081
-
Matching pursuits with time-frequency dictionaries
-
S. Mallat and Z. Zhang. Matching pursuits with time-frequency dictionaries. IEEE Transactions on Signal Processing, 41(12):3397-3415, 1993.
-
(1993)
IEEE Transactions on Signal Processing
, vol.41
, Issue.12
, pp. 3397-3415
-
-
Mallat, S.1
Zhang, Z.2
-
19
-
-
85161969930
-
Adaptive forward-backward greedy algorithm for sparse learning with linear models
-
Tong Zhang. Adaptive forward-backward greedy algorithm for sparse learning with linear models. In Proc. Neural Information Processing Systems, 2008.
-
(2008)
Proc. Neural Information Processing Systems
-
-
Tong, Z.1
-
21
-
-
3242708140
-
Least angle regression
-
Bradley Efron, Trevor Hastie, Iain Johnstone, and Robert Tibshirani. Least angle regression. Annals of Statistics, 32(2):407-499, 2004.
-
(2004)
Annals of Statistics
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
22
-
-
84855609314
-
On the complexity of linear prediction: Risk bounds, margin bounds, and regularization
-
Sham M. Kakade, Karthik Sridharan, and Ambuj Tewari. On the complexity of linear prediction: Risk bounds, margin bounds, and regularization. In Proc. Neural Information Processing Systems, 2008.
-
(2008)
Proc. Neural Information Processing Systems
-
-
Kakade, S.M.1
Sridharan, K.2
Tewari, A.3
-
23
-
-
14344249889
-
2 regularization, and rotational invariance
-
2 regularization, and rotational invariance. In ICML, 2004.
-
(2004)
ICML
-
-
Ng, A.1
-
25
-
-
77249156314
-
Learning object representations for visual object class recognition
-
Marcin Marszałek, Cordelia Schmid, Hedi Harzallah, and Joost van de Weijer. Learning object representations for visual object class recognition. In Visual Recognition Challange Workshop, in conjunction with ICCV, 2007.
-
(2007)
Visual Recognition Challange Workshop, in Conjunction with ICCV
-
-
Marszałek, M.1
Schmid, C.2
Harzallah, H.3
Van De Weijer, J.4
-
26
-
-
43049174575
-
SURF: Speeded up robust features
-
Herbert Bay, Andreas Ess, Tinne Tuytelaars, and Luc Van Gool. SURF: Speeded up robust features. Computer Vision and Image Understanding, 110(3):346-359, 2008.
-
(2008)
Computer Vision and Image Understanding
, vol.110
, Issue.3
, pp. 346-359
-
-
Bay, H.1
Ess, A.2
Tuytelaars, T.3
Van Gool, L.4
-
27
-
-
33144483155
-
Stable recovery of sparse overcomplete representations in the presence of noise
-
David Donoho, Michael Elad, and Vladimir Temlyakov. Stable recovery of sparse overcomplete representations in the presence of noise. IEEE Trans. Info. Theory, 52(1):6-18, 2006.
-
(2006)
IEEE Trans. Info. Theory
, vol.52
, Issue.1
, pp. 6-18
-
-
Donoho, D.1
Elad, M.2
Temlyakov, V.3
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