1 citations · 1 across the 3 of their papers we have counts for
4 papers
Private Read Update Write (PRUW) in Federated Submodel Learning (FSL): Communication Efficient Schemes With and Without Sparsification
Sajani Vithana, Sennur Ulukus
We investigate the problem of private read update write (PRUW) in relation to private federated submodel learning (FSL), where a machine learning model is divided into multiple sub…
Private Federated Submodel Learning with Sparsification
Sajani Vithana, Sennur Ulukus
We investigate the problem of private read update write (PRUW) in federated submodel learning (FSL) with sparsification. In FSL, a machine learning model is divided into multiple s…
Private Read Update Write (PRUW) with Storage Constrained Databases
Sajani Vithana, Sennur Ulukus
We investigate the problem of private read update write (PRUW) in relation to federated submodel learning (FSL) with storage constrained databases. In PRUW, a user privately reads…
Semantic Private Information Retrieval
Sajani Vithana, Karim Banawan, Sennur Ulukus
We investigate the problem of semantic private information retrieval (semantic PIR). In semantic PIR, a user retrieves a message out of independent messages stored in repli…