Federated Training of Dual Encoding Models on Small Non-IID Client Datasets

Raviteja Vemulapalli, Warren Richard Morningstar, Philip Andrew Mansfield +4

Dual encoding models that encode a pair of inputs are widely used for representation learning. Many approaches train dual encoding models by maximizing agreement between pairs of e…