Sequential Prediction of Individual Sequences Under General Loss Functions.

David Haussler Jyrki Kivinen Manfred K. Warmuth

Published in: IEEE Trans. Inf. Theory (1998)

Keyphrases

general loss functions
maximum entropy
gaussian kernels
prediction accuracy
sample complexity
least squares
cutting plane algorithm
hidden markov models
learning algorithm
optimal solution
cross validation
decision problems