-
2
-
-
36849072723
-
-
MIT Press Cambridge
-
BakIr, G. H., Hofmann, T., Schölkopf, B., Smola, A. J., Taskar, B., & Vishwanathan, S. V. N. (2007). Predicting structured data. Cambridge: MIT Press.
-
(2007)
Predicting Structured Data
-
-
Bakir, G.H.1
Hofmann, T.2
Schölkopf, B.3
Smola, A.J.4
Taskar, B.5
Vishwanathan, S.V.N.6
-
3
-
-
0000342467
-
Statistical inference for probabilistic functions of finite state Markov chains
-
Baum, L. E., & Petrie, T. (1966). Statistical inference for probabilistic functions of finite state Markov chains. Annals of Mathematical Statistics, 41.
-
(1966)
Annals of Mathematical Statistics
, vol.41
-
-
Baum, L.E.1
Petrie, T.2
-
9
-
-
25444522689
-
Fast kernel classifiers with online and active learning
-
Bordes, A., Ertekin, S., Weston, J., & Bottou, L. (2005). Fast kernel classifiers with online and active learning. Journal of Machine Learning Research, 6.
-
(2005)
Journal of Machine Learning Research
, vol.6
-
-
Bordes, A.1
Ertekin, S.2
Weston, J.3
Bottou, L.4
-
11
-
-
38849166405
-
-
L. Bottou O. Chapelle D. DeCoste J. Weston (eds). MIT Press Cambridge
-
Bottou, L., Chapelle, O., DeCoste, D., & Weston, J. (Eds.). (2007). Large scale kernel machines. Cambridge: MIT Press.
-
(2007)
Large Scale Kernel Machines
-
-
-
14
-
-
0021518209
-
Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
-
Geman, S., & Geman, D. (1984). Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Transactions on Pattern Analysis and Machine Intelligence, 6.
-
(1984)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.6
-
-
Geman, S.1
Geman, D.2
-
16
-
-
56449086680
-
-
ICML
-
Hsieh, C.-J., Chang, K.-W., Lin, C.-J., Keerthi, & Sundararajan, S. (2008). A dual coordinate descent method for large-scale linear SVM. In ICML.
-
(2008)
A Dual Coordinate Descent Method for Large-scale Linear SVM
-
-
Hsieh, C.-J.1
Chang, K.-W.2
Lin, C.-J.3
Keerthi4
Sundararajan, S.5
-
32
-
-
0024610919
-
A tutorial on hidden Markov models and selected applications in speech recognition
-
Rabiner, L. R. (1989). A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE, 77.
-
(1989)
Proceedings of the IEEE
, vol.77
-
-
Rabiner, L.R.1
-
35
-
-
0000487102
-
Estimating the support of a high-dimensional distribution
-
DOI 10.1162/089976601750264965
-
B. Schölkopf J. C. Platt J. Shawe-Taylor A. J. Smola R. C. Williamson 2001 Estimating the support of a high-dimensional distribution Neural Computation 13 7 1443 1471 1009.62029 10.1162/089976601750264965 (Pubitemid 33595028)
-
(2001)
Neural Computation
, vol.13
, Issue.7
, pp. 1443-1471
-
-
Scholkopf, B.1
Platt, J.C.2
Shawe-Taylor, J.3
Smola, A.J.4
Williamson, R.C.5
-
37
-
-
33749245415
-
Learning hierarchies at two-class complexity
-
Szdemak, S., Saunders, C., Shawe-Taylor, J., & Rousu, J. (2005). Learning hierarchies at two-class complexity. In NIPS workshop on kernel methods and structured domains.
-
(2005)
NIPS Workshop on Kernel Methods and Structured Domains
-
-
Szdemak, S.1
Saunders, C.2
Shawe-Taylor, J.3
Rousu, J.4
-
39
-
-
24944537843
-
Large margin methods for structured and interdependent output variables
-
Tsochantaridis, I., Joachims, T., Hofmann, T., & Altun, Y. (2005). Large margin methods for structured and interdependent output variables. Journal of Machine Learning Research, 6.
-
(2005)
Journal of Machine Learning Research
, vol.6
-
-
Tsochantaridis, I.1
Joachims, T.2
Hofmann, T.3
Altun, Y.4
-
42
-
-
38149036628
-
-
ICCS
-
Yang, X.-Y., Liu, J., Zhang, M.-Q., & Niu, K. (2007). A new multi-class SVM algorithm based on one-class SVM. In ICCS (pp. 677-684).
-
(2007)
A New Multi-class SVM Algorithm Based on One-class SVM
, pp. 677-684
-
-
Yang, X.-Y.1
Liu, J.2
Zhang, M.-Q.3
Niu, K.4
|