New Analysis and Algorithm for Learning with Drifting Distributions

Author:

Mohri Mehryar,Muñoz Medina Andres

Publisher

Springer Berlin Heidelberg

Reference23 articles.

1. Valiant, L.G.: A theory of the learnable. ACM Press, New York (1984)

2. Vapnik, V.N.: Statistical Learning Theory. J. Wiley & Sons (1998)

3. Cesa-Bianchi, N., Lugosi, G.: Prediction, learning, and games. Cambridge University Press (2006)

4. Herbster, M., Warmuth, M.: Tracking the best expert. Machine Learning 32(2), 151–178 (1998)

5. Herbster, M., Warmuth, M.: Tracking the best linear predictor. Journal of Machine Learning Research 1, 281–309 (2001)

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