-
2
-
-
78651344396
-
Exploiting site-level information to improve web search
-
Broder, A., Gabrilovich, E., Josifovski, V., Mavromatis, G., Metzler, D., and Wang, J. Exploiting site-level information to improve web search. In CIKM '10, 2010.
-
(2010)
CIKM '10
-
-
Broder, A.1
Gabrilovich, E.2
Josifovski, V.3
Mavromatis, G.4
Metzler, D.5
Wang, J.6
-
3
-
-
77950920877
-
Early exit optimizations for additive machine learned ranking systems
-
ACM
-
Cambazoglu, B.B., Zaragoza, H., Chapelle, O., Chen, J., Liao, C., Zheng, Z., and Degenhardt, J. Early exit optimizations for additive machine learned ranking systems. In ICDM, pp. 411-420. ACM, 2010.
-
(2010)
ICDM
, pp. 411-420
-
-
Cambazoglu, B.B.1
Zaragoza, H.2
Chapelle, O.3
Chen, J.4
Liao, C.5
Zheng, Z.6
Degenhardt, J.7
-
5
-
-
84867113059
-
Boosted multi-task learning
-
Chapelle, O., Shivaswamy, P., Vadrevu, S., Weinberger, K., Zhang, Y., and Tseng, B. Boosted multi-task learning. Machine Learning, pp. 1-25, 2010.
-
(2010)
Machine Learning
, pp. 1-25
-
-
Chapelle, O.1
Shivaswamy, P.2
Vadrevu, S.3
Weinberger, K.4
Zhang, Y.5
Tseng, B.6
-
6
-
-
84898796721
-
Classifier cascade for minimizing feature evaluation cost
-
Chen, Minmin, Xu, Zhixiang, Weinberger, Kilian Q., and Chapelle, Olivier. Classifier cascade for minimizing feature evaluation cost. In AISTATS 15, pp. 218-226, 2012.
-
(2012)
AISTATS 15
, pp. 218-226
-
-
Chen, M.1
Xu, Z.2
Weinberger, K.Q.3
Chapelle, O.4
-
8
-
-
0001176213
-
Finding naked people
-
Fleck, M., Forsyth, D., and Bregler, C. Finding naked people. Computer Vision - ECCV'96, pp. 593-602, 1996.
-
(1996)
Computer Vision - ECCV'96
, pp. 593-602
-
-
Fleck, M.1
Forsyth, D.2
Bregler, C.3
-
9
-
-
0035470889
-
Greedy function approximation: A gradient boosting machine
-
Friedman, J.H. Greedy function approximation: a gradient boosting machine. Annals of Statistics, pp. 1189-1232, 2001.
-
(2001)
Annals of Statistics
, pp. 1189-1232
-
-
Friedman, J.H.1
-
10
-
-
85162423878
-
Active classification based on value of classifier
-
Shawe-Taylor, J., Zemel, R.S., Bartlett, P., Pereira, F.C.N., and Weinberger, K.Q. (eds.)
-
Gao, Tianshi and Koller, Daphne. Active classification based on value of classifier. In Shawe-Taylor, J., Zemel, R.S., Bartlett, P., Pereira, F.C.N., and Weinberger, K.Q. (eds.), NIPS 24, pp. 1062-1070. 2011.
-
(2011)
NIPS 24
, pp. 1062-1070
-
-
Gao, T.1
Koller, D.2
-
11
-
-
84954211749
-
Speedboost: Anytime prediction with uniform near-optimality
-
Grubb, Alex and Bagnell, Drew. Speedboost: Anytime prediction with uniform near-optimality. In AISTATS 15, pp. 458-466, 2012.
-
(2012)
AISTATS 15
, pp. 458-466
-
-
Grubb, A.1
Bagnell, D.2
-
14
-
-
33845572523
-
Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
-
Ieee
-
Lazebnik, S., Schmid, C., and Ponce, J. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In Computer Vision and Pattern Recognition, 2006 IEEE Computer Society Conference on, volume 2, pp. 2169-2178. Ieee, 2006.
-
(2006)
Computer Vision and Pattern Recognition, 2006 IEEE Computer Society Conference on
, vol.2
, pp. 2169-2178
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
15
-
-
85161991159
-
Joint cascade optimization using a product of boosted classifiers
-
Lafferty, J., Williams, C. K. I., Shawe-Taylor, J., Zemel, R.S., and Culotta, A. (eds.)
-
Lefakis, Leonidas and Fleuret, Francois. Joint cascade optimization using a product of boosted classifiers. In Lafferty, J., Williams, C. K. I., Shawe-Taylor, J., Zemel, R.S., and Culotta, A. (eds.), NIPS 23, pp. 1315-1323. 2010.
-
(2010)
NIPS 23
, pp. 1315-1323
-
-
Lefakis, L.1
Fleuret, F.2
-
16
-
-
85162513516
-
Object bank: A high-level image representation for scene classification and semantic feature sparsification
-
Li, L.J., Su, H., Xing, E.P., and Fei-Fei, L. Object bank: A high-level image representation for scene classification and semantic feature sparsification. NIPS, 2010.
-
(2010)
NIPS
-
-
Li, L.J.1
Su, H.2
Xing, E.P.3
Fei-Fei, L.4
-
17
-
-
84867121714
-
Using classifier cascades for scalable e-mail classification
-
Pujara, J., Daumé III, H., and Getoor, L. Using classifier cascades for scalable e-mail classification. In CEAS 2011, 2011.
-
(2011)
CEAS 2011
-
-
Pujara, J.1
Daumé III, H.2
Getoor, L.3
-
18
-
-
77956199907
-
Designing efficient cascaded classifiers: Tradeoff between accuracy and cost
-
Raykar, V.C., Krishnapuram, B., and Yu, S. Designing efficient cascaded classifiers: tradeoff between accuracy and cost. In SIGKDD 16, pp. 853-860, 2010.
-
(2010)
SIGKDD 16
, pp. 853-860
-
-
Raykar, V.C.1
Krishnapuram, B.2
Yu, S.3
-
19
-
-
12844274244
-
Boosting as a regularized path to a maximum margin classifier
-
Rosset, S., Zhu, J., and Hastie, T. Boosting as a regularized path to a maximum margin classifier. The Journal of Machine Learning Research, 5:941-973, 2004.
-
(2004)
The Journal of Machine Learning Research
, vol.5
, pp. 941-973
-
-
Rosset, S.1
Zhu, J.2
Hastie, T.3
-
20
-
-
85162018114
-
Boosting Classifier Cascades
-
Lafferty, J., Williams, C. K. I., Shawe-Taylor, J., Zemel, R.S., and Culotta, A. (eds.)
-
Saberian, Mohammad and Vasconcelos, Nuno. Boosting Classifier Cascades. In Lafferty, J., Williams, C. K. I., Shawe-Taylor, J., Zemel, R.S., and Culotta, A. (eds.), NIPS 23, pp. 2047-2055. 2010.
-
(2010)
NIPS 23
, pp. 2047-2055
-
-
Saberian, M.1
Vasconcelos, N.2
-
22
-
-
84898990165
-
The kernel trick for distances
-
Schölkopf, B. The kernel trick for distances. NIPS, pp. 301-307, 2001.
-
(2001)
NIPS
, pp. 301-307
-
-
Schölkopf, B.1
-
24
-
-
71149087699
-
Feature hashing for large scale multitask learning
-
ACM
-
Weinberger, K.Q., Dasgupta, A., Langford, J., Smola, A., and Attenberg, J. Feature hashing for large scale multitask learning. In ICMI 26, pp. 1113-1120. ACM, 2009.
-
(2009)
ICMI 26
, pp. 1113-1120
-
-
Weinberger, K.Q.1
Dasgupta, A.2
Langford, J.3
Smola, A.4
Attenberg, J.5
-
25
-
-
85161963897
-
A general boosting method and its application to learning ranking functions for web search
-
Platt, J.C., Koller, D., Singer, Y., and Roweis, S. (eds.), MIT Press, Cambridge, MA
-
Zheng, Z., Zha, H., Zhang, T., Chapelle, O., Chen, K., and Sun, G. A general boosting method and its application to learning ranking functions for web search. In Platt, J.C., Koller, D., Singer, Y., and Roweis, S. (eds.), NIPS 20, pp. 1697-1704. MIT Press, Cambridge, MA, 2008.
-
(2008)
NIPS 20
, pp. 1697-1704
-
-
Zheng, Z.1
Zha, H.2
Zhang, T.3
Chapelle, O.4
Chen, K.5
Sun, G.6
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