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1
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0026966646
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A training algorithm for optimal margin classifiers
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Pittsburgh ACM
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Boser, B. E., Guyon, I. M., Vapnik, V., A Training Algorithm for Optimal Margin Classifiers, Fifth Annual Workshop on Computational Learning Theory, Pittsburgh ACM (1992) 144-152.
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(1992)
Fifth Annual Workshop on Computational Learning Theory
, pp. 144-152
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Boser, B.E.1
Guyon, I.M.2
Vapnik, V.3
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2
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85089251671
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Comparison of classifier methods: A case study in handwritten digit recognition
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Jerusalem
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Bottou, L., Cortes, C, Denker, J. S., Drucker, H., Guyon, I., Jackel, L. D., Le Cun, Y., Miiller, U. A., Sackinger, E., Simard, P., Vapnik, V., Comparison of Classifier Methods: a Case Study in Handwritten Digit Recognition, Proceedings of the 12th International Conference on Pattern Recognition and Neural Networks, Jerusalem (1994)
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(1994)
Proceedings of the 12th International Conference on Pattern Recognition and Neural Networks
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Bottou, L.1
Cortes, C.2
Denker, J.S.3
Drucker, H.4
Guyon, I.5
Jackel, L.D.6
Le Cun, Y.7
Miiller, U.A.8
Sackinger, E.9
Simard, P.10
Vapnik, V.11
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4
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34249753618
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Support vector networks
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Cortes, C, Vapnik, V., Support Vector Networks, Machine Learning 20 (1995) pp. 273 - 297
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(1995)
Machine Learning
, vol.20
, pp. 273-297
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Cortes, C.1
Vapnik, V.2
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5
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0002331173
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Comparison of learning algorithms for handwritten digit recognition
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Ed. F. Fogelman, P. Gallinari
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LeCun, Y., Jackel, L., Bottou, L., Brunot, A., Cortes, C, Denker, J., Drucker, H., Guyon, I., Miiller, U., Sackinger, E., Simard, P., and Vapnik, V., Comparison of Learning Algorithms for Handwritten Digit Recognition, International Conference on Artificial Neural Networks, Ed. F. Fogelman, P. Gallinari, pp. 53-60, 1995.
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(1995)
International Conference on Artificial Neural Networks
, pp. 53-60
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Lecun, Y.1
Jackel, L.2
Bottou, L.3
Brunot, A.4
Cortes, C.5
Denker, J.6
Drucker, H.7
Guyon, I.8
Miiller, U.9
Sackinger, E.10
Simard, P.11
Vapnik, V.12
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6
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85118436573
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Extracting support data for a given task
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Fayyad, U. M., Uthurusamy, R. (eds.), AAAI Press, Menlo Park, CA
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Scholkopf, B., Burges, C.J.C., Vapnik, V., Extracting Support Data for a Given Task, in Fayyad, U. M., Uthurusamy, R. (eds.), Proceedings, First International Conference on Knowledge Discovery k Data Mining, AAAI Press, Menlo Park, CA (1995)
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(1995)
Proceedings, First International Conference on Knowledge Discovery K Data Mining
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Scholkopf, B.1
Burges, C.J.C.2
Vapnik, V.3
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7
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84902142380
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Incorporating invariances in support vector learning machines
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Springer Verlag, Berlin
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Scholkopf, B., Burges, C.J.C., Vapnik, V., Incorporating Invariances in Support Vector Learning Machines, in Proceedings ICANN96 - International Conference on Artificial Neural Networks. Springer Verlag, Berlin, (1996)
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(1996)
Proceedings ICANN96 - International Conference on Artificial Neural Networks
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Scholkopf, B.1
Burges, C.J.C.2
Vapnik, V.3
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8
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0001440803
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Tangent prop - A formalism for specifying selected invariances in an adaptive network
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Moody, J. E., Hanson, S. J., Lippmann, R. P., Morgan Kaufmann, San Mateo, CA
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Simard, P., Victorri, B., Le Cun, Y., Denker, J., Tangent Prop - a Formalism for Specifying Selected Invariances in an Adaptive Network, in Moody, J. E., Hanson, S. J., Lippmann, R. P., Advances in Neural Information Processing Systems 4, Morgan Kaufmann, San Mateo, CA (1992)
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(1992)
Advances in Neural Information Processing Systems
, vol.4
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Simard, P.1
Victorri, B.2
Le Cun, Y.3
Denker, J.4
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9
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0003969585
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[in Russian] Nauka, Moscow English translation: Springer Verlag, New York 1982
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Vapnik, V., Estimation of Dependences Based on Empirical Data, [in Russian] Nauka, Moscow (1979); English translation: Springer Verlag, New York (1982)
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(1979)
Estimation of Dependences Based on Empirical Data
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Vapnik, V.1
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11
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0000448091
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Support vector method for function approximation, regression estimation, and signal processing
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Submitted to
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Vapnik, V., Golowich, S., and Smola, A., Support Vector Method for Function Approximation, Regression Estimation, and Signal Processing, Submitted to Advances in Neural Information Processing Systems, 1996
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(1996)
Advances in Neural Information Processing Systems
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Vapnik, V.1
Golowich, S.2
Smola, A.3
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12
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0028050839
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The importance of symmetry and virtual views in three-dimensional object recognition
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Vetter, T., Poggio, T., and Bulthoff, H., The Importance of Symmetry and Virtual Views in Three-Dimensional Object Recognition, Current Biology 4 (1994) 18-23
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(1994)
Current Biology
, vol.4
, pp. 18-23
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Vetter, T.1
Poggio, T.2
Bulthoff, H.3
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