Evolutionary Architecture Search For Deep Multitask Networks

Jason Liang, Elliot Meyerson, Risto Miikkulainen

Multitask learning, i.e. learning several tasks at once with the same neural network, can improve performance in each of the tasks. Designing deep neural network architectures for…