Don't encrypt the data; just approximate the model \ Towards Secure Transaction and Fair Pricing of Training Data

no code implementations • ICLR 2018 • Xinlei Xu

Currently, data owners and model owners don’t have a fair pricing system that eliminates the need to trust a third party and training the model on the data, which 1) takes a long time to complete, 2) does not guarantee that useful data is paid valuably and that useless data isn’t, without trusting in the third party with both the model and the data.

Federated Learning Model Compression +1