On-line learning for very large data sets

Author:

Bottou L�on,Le Cun Yann

Publisher

Wiley

Subject

Management Science and Operations Research,General Business, Management and Accounting,Modeling and Simulation

Reference12 articles.

1. Theory of Pattern Recognition. Nauka: Moscow, 1974 (in Russian). (German translation: Theorie der Zeichenerkennung. Akademie Verlag: Berlin, 1979).

2. A training algorithm for optimal margin classifiers. In Proceedings of the Fifth Annual Workshop on Computational Learning Theory, vol. 5, Pittsburgh, Pennsylvania, USA, 1992; 144-152.

3. Improving performance in neural networks using a boosting algorithm. In Advances in Neural Information Processing Systems 5, (eds). Morgan Kaufmann: San Mateo, CA, 1993; 42-49.

4. Experiments with a new boosting algorithm. In Machine Learning: Proceedings of the Thirteenth International Conference, Bari, Italy, 1996; 148-156.

5. Comparison of classifier methods: a case study in handwritten digit recognition. In Proceedings of the 13th International Conference on Pattern Recognition, Jerusalem, 1994.

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