Unsupervised Model Selection for Variational Disentangled Representation Learning

Sunny Duan, Loic Matthey, Andre Saraiva +4

Disentangled representations have recently been shown to improve fairness, data efficiency and generalisation in simple supervised and reinforcement learning tasks. To extend the b…