activity
20132023
most citedThe Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost

23 citations · 89 across the 24 of their papers we have counts for

collaborators
Showing 2017Show all

5 papers · 1 filter

cs.IT2017★ 7 cited

Preserving Privacy while Broadcasting: -Limited-Access Schemes

Mohammed Karmoose, Linqi Song, Martina Cardone +1

Index coding employs coding across clients within the same broadcast domain. This typically assumes that all clients learn the coding matrix so that they can decode and retrieve th…

cs.IT2017★ 3 cited

The Benefit of Being Flexible in Distributed Computation

Linqi Song, Sundara Rajan Srinivasavaradhan, Christina Fragouli

In wireless distributed computing, networked nodes perform intermediate computations over data placed in their memory and exchange these intermediate values to calculate function v…

cs.LG2017★ 4 cited

A Contextual Bandit Approach for Stream-Based Active Learning

Linqi Song, Jie Xu

Contextual bandit algorithms -- a class of multi-armed bandit algorithms that exploit the contextual information -- have been shown to be effective in solving sequential decision m…

cs.IT2017★ 15 cited

Private Broadcasting: an Index Coding Approach

Mohammed Karmoose, Linqi Song, Martina Cardone +1

Using a broadcast channel to transmit clients' data requests may impose privacy risks. In this paper, we address such privacy concerns in the index coding framework. We show how a…

cs.IT2017★ 1 cited

A Pliable Index Coding Approach to Data Shuffling

Linqi Song, Christina Fragouli, Tianchu Zhao

A promising research area that has recently emerged, is on how to use index coding to improve the communication efficiency in distributed computing systems, especially for data shu…