Simultaneous Perturbation Method for Multi-Task Weight Optimization in One-Shot Meta-Learning

Andrei Boiarov, Kostiantyn Khabarlak, Igor Yastrebov

Meta-learning methods aim to build learning algorithms capable of quickly adapting to new tasks in low-data regime. One of the most difficult benchmarks of such algorithms is a one…