most citedFedEmbed: Personalized Private Federated Learning

2 citations · 2 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 2 cited

FedEmbed: Personalized Private Federated Learning

Andrew Silva, Katherine Metcalf, Nicholas Apostoloff +1

Federated learning enables the deployment of machine learning to problems for which centralized data collection is impractical. Adding differential privacy guarantees bounds on pri…

cs.CL2021

Multimodal Punctuation Prediction with Contextual Dropout

Andrew Silva, Barry-John Theobald, Nicholas Apostoloff

Automatic speech recognition (ASR) is widely used in consumer electronics. ASR greatly improves the utility and accessibility of technology, but usually the output is only word seq…