most citedImpact of Social Learning on Privacy-Preserving Data Collection

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

collaborators

2 papers

cs.LG2022

Distributed Stochastic Gradient Descent with Cost-Sensitive and Strategic Agents

Abdullah Basar Akbay, Cihan Tepedelenlioglu

This study considers a federated learning setup where cost-sensitive and strategic agents train a learning model with a server. During each round, each agent samples a minibatch of…

cs.GT2019★ 1 cited

Impact of Social Learning on Privacy-Preserving Data Collection

Abdullah Basar Akbay, Weina Wang, Junshan Zhang

We study a model where a data collector obtains data from users through a payment mechanism, aiming to learn the underlying state from the elicited data. The private signal of each…