2021
Mixability made efficient: Fast online multiclass logistic regression
NeurIPS 2021spotlight
Mixability has been shown to be a powerful tool to obtain algorithms with optimal regret. 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 foreca…