Mixability made efficient: Fast online multiclass logistic regression

Neural Information Processing Systems 

However, the resulting methods often suffer from high computational complexity which has reduced their practical applicability. For example, in the case of multiclass logistic regression, the aggregating forecaster (Foster et al. (2018)) achieves a regret of

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