-
1
-
-
0008859948
-
Editorial
-
Special Issue on Lazy Learning
-
Aha, D. W. (1997). Editorial. Artificial Intelligence Review, 11, 1-6. Special Issue on Lazy Learning.
-
(1997)
Artificial Intelligence Review
, vol.11
, pp. 1-6
-
-
Aha, D.W.1
-
2
-
-
34547984406
-
Learning convex combinations of continuously parameterized basic kernels
-
Bertinoro, Italy
-
Argyriou, A., Micchelli, C. A., & Pontil, M. (2005). Learning convex combinations of continuously parameterized basic kernels. COLT 2005. Bertinoro, Italy.
-
(2005)
COLT 2005
-
-
Argyriou, A.1
Micchelli, C.A.2
Pontil, M.3
-
4
-
-
0030649484
-
Solving the multiple instance problem with axisparallel rectangles
-
Dietterich, T. G., Lathrop, R. H., & Lozano-Perez, T. (1997). Solving the multiple instance problem with axisparallel rectangles. Artificial Intelligence, 89, 31-71.
-
(1997)
Artificial Intelligence
, vol.89
, pp. 31-71
-
-
Dietterich, T.G.1
Lathrop, R.H.2
Lozano-Perez, T.3
-
5
-
-
0043101870
-
Adaptive nearest neighbor classification using support vector machines
-
Cambridge, MA: MIT Press
-
Domeniconi, C., & Gunopulos, D. (2002). Adaptive nearest neighbor classification using support vector machines. In Nips 14. Cambridge, MA: MIT Press.
-
(2002)
Nips 14
-
-
Domeniconi, C.1
Gunopulos, D.2
-
8
-
-
84864030708
-
Metric learning by collapsing classes
-
Y. Weiss, B. Scholkopf and J. Platt Eds, Cambridge, MA: MIT Press
-
Globerson, A., & Roweis, S. (2006). Metric learning by collapsing classes. In Y. Weiss, B. Scholkopf and J. Platt (Eds.), Nips 18, 451-458. Cambridge, MA: MIT Press.
-
(2006)
Nips 18
, pp. 451-458
-
-
Globerson, A.1
Roweis, S.2
-
9
-
-
33745887620
-
Neighbourhood component analysis
-
Cambridge, MA: MIT Press
-
Goldberger, J., Roweis, S., Hinton, G., & Salakhutdinov, R. (2005). Neighbourhood component analysis. In Nips. Cambridge, MA: MIT Press.
-
(2005)
Nips
-
-
Goldberger, J.1
Roweis, S.2
Hinton, G.3
Salakhutdinov, R.4
-
10
-
-
34547978818
-
Classifying protein fingerprints
-
Pisa, Italy: Springer-Verlag
-
Hilario, M., Mitchell, A., Kim, J. H., Bradley, P., & Attwood, T. (2004). Classifying protein fingerprints. PKDD 2004. Pisa, Italy: Springer-Verlag.
-
(2004)
PKDD 2004
-
-
Hilario, M.1
Mitchell, A.2
Kim, J.H.3
Bradley, P.4
Attwood, T.5
-
11
-
-
1942517347
-
Learning distance functions using equivalence relations
-
Hillel, A. B., Hertz, T., Shental, N., & Weinshall, D. (2003). Learning distance functions using equivalence relations. ICML 2003.
-
(2003)
ICML 2003
-
-
Hillel, A.B.1
Hertz, T.2
Shental, N.3
Weinshall, D.4
-
12
-
-
8844278523
-
Learning the kernel matrix with semi-definite programming
-
Lanckriet, G., Cristianini, N., Bartlett, P. L., Ghaoui, L. E., & Jordan, M. (2004). Learning the kernel matrix with semi-definite programming. Journal of Machine Learning Research, 5, 27-72.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 27-72
-
-
Lanckriet, G.1
Cristianini, N.2
Bartlett, P.L.3
Ghaoui, L.E.4
Jordan, M.5
-
14
-
-
84898997673
-
Learning a distance metric from relative comparisons
-
S. Thrun, L. Saul and B. Schölkopf Eds, Cambridge, MA: MIT Press
-
Schultz, M., & Joachims, T. (2004). Learning a distance metric from relative comparisons. In S. Thrun, L. Saul and B. Schölkopf (Eds.), Advances in neural information processing systems 16. Cambridge, MA: MIT Press.
-
(2004)
Advances in neural information processing systems 16
-
-
Schultz, M.1
Joachims, T.2
-
15
-
-
33746076528
-
Online and batch learning of pseudo-metrics
-
New York, NY, USA: ACM Press
-
Shalev-Shwartz, S., Singer, Y., & Ng, A. Y. (2004). Online and batch learning of pseudo-metrics. ICML '04: Proceedings of the twenty-first international conference on Machine learning (p. 94). New York, NY, USA: ACM Press.
-
(2004)
ICML '04: Proceedings of the twenty-first international conference on Machine learning
, pp. 94
-
-
Shalev-Shwartz, S.1
Singer, Y.2
Ng, A.Y.3
-
16
-
-
0342280994
-
Mutagenesis: ILP experiments in a non-determinate biological domain
-
Srinivasan, A., Muggleton, S., King, R., & Sternberg, M. (1994). Mutagenesis: ILP experiments in a non-determinate biological domain. Proceedings of the 4th International Workshop on Inductive Logic Programming (pp. 217-232).
-
(1994)
Proceedings of the 4th International Workshop on Inductive Logic Programming
, pp. 217-232
-
-
Srinivasan, A.1
Muggleton, S.2
King, R.3
Sternberg, M.4
-
17
-
-
33846500112
-
Distances between data sets based on summary statistics
-
Tatti, N. (2007). Distances between data sets based on summary statistics. Journal of Machine Learning Research, 8, 131-154.
-
(2007)
Journal of Machine Learning Research
, vol.8
, pp. 131-154
-
-
Tatti, N.1
-
18
-
-
0001287271
-
Regression shrinkage and selection via the lasso
-
Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. J. Royal. Statist. Soc B., 58, 267-288.
-
(1996)
J. Royal. Statist. Soc B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
19
-
-
33749257955
-
Distance metric learning for large margin nearest neighbor classification
-
Cambridge, MA: MIT Press
-
Weinberger, K., Blitzer, J., & Saul, L. (2006). Distance metric learning for large margin nearest neighbor classification. In Advances in neural information processing systems 18. Cambridge, MA: MIT Press.
-
(2006)
Advances in neural information processing systems 18
-
-
Weinberger, K.1
Blitzer, J.2
Saul, L.3
-
21
-
-
85133386144
-
Distance metric learning with application to clustering with side-information
-
Cambridge, MA: MIT Press
-
Xing, E. P., Ng, A. Y., Jordan, M. I., & Russell, S. (2003). Distance metric learning with application to clustering with side-information. In Nips 15, 505-512. Cambridge, MA: MIT Press.
-
(2003)
Nips 15
, pp. 505-512
-
-
Xing, E.P.1
Ng, A.Y.2
Jordan, M.I.3
Russell, S.4
-
22
-
-
33750707555
-
An efficient algorithm for local distance metric learning
-
Yang, L., Jin, R., Sukthankar, R., & Liu, Y. (2006). An efficient algorithm for local distance metric learning. Proceedings of AAAI.
-
(2006)
Proceedings of AAAI
-
-
Yang, L.1
Jin, R.2
Sukthankar, R.3
Liu, Y.4
|