43 citations · 43 across the 2 of their papers we have counts for
4 papers
Dopamine: Differentially Private Federated Learning on Medical Data
Mohammad Malekzadeh, Burak Hasircioglu, Nitish Mital +3
While rich medical datasets are hosted in hospitals distributed across the world, concerns on patients' privacy is a barrier against using such data to train deep neural networks (…
Coded Caching in Multi-server System with Random Topology
Nitish Mital, Deniz Gunduz, Cong Ling
Cache-aided content delivery is studied in a multi-server system with servers and users, each equipped with a local cache memory. In the delivery phase, each user connects…
Practical Functional Regenerating Codes for Broadcast Repair of Multiple Nodes
Nitish Mital, Katina Kralevska, Cong Ling +1
A code construction and repair scheme for optimal functional regeneration of multiple node failures is presented, which is based on stitching together short MDS codes on carefully…
Storage-Repair Bandwidth Trade-off for Wireless Caching with Partial Failure and Broadcast Repair
Nitish Mital, Katina Kralevska, Deniz Gunduz +1
Repair of multiple partially failed cache nodes is studied in a distributed wireless content caching system, where out of a total of cache nodes lose part of their cached d…