171 citations · 880 across the 49 of their papers we have counts for
3 papers · 1 filter
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges
Sennur Ulukus, Salman Avestimehr, Michael Gastpar +3
Most of our lives are conducted in the cyberspace. The human notion of privacy translates into a cyber notion of privacy on many functions that take place in the cyberspace. This a…
FAID Diversity via Neural Networks
Xin Xiao, Nithin Raveendran, Bane Vasic +2
Decoder diversity is a powerful error correction framework in which a collection of decoders collaboratively correct a set of error patterns otherwise uncorrectable by any individu…
Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation
Mohamed Seif, Wei-Ting Chang, Ravi Tandon
In this paper, we study the problem of federated learning over a wireless channel with user sampling, modeled by a Gaussian multiple access channel, subject to central and local di…