Linear Algorithms for Online Multitask Classification
CavallantiGiovanni, Cesa-BianchiNicolò, GentileClaudio · Journal of Machine Learning Research · 2010
We introduce new Perceptron-based algorithms for the online multitask binary classification problem. Under suitable regularity conditions, our algorithms are shown to improve on their baselines by ...