Deep-learning

Modeling with Homophily Driven Heterogeneous Data in Gossip Learning
Proposes how to handle label skew in decentralized learning where the users connect peer to peer.
Abhirup Ghosh, Cecilia Mascolo
DOI
Evaluating the Feasibility of Gossip Learning on Android Phones (Workshop)
Evaluates if today’s smartphones are capable of running gossip learning.
Issam Nedjaï, Young D. Kwon, Abhirup Ghosh, Cecilia Mascolo
Last updated on Jul 20, 2022
Investigating Domain agnostic Performance in Activity Recognition using Accelerometer Data (Workshop)
Generalizability of HAR models to unseen data distribution.
Api Hasthanasombat, Abhirup Ghosh, Cecilia Mascolo
Last updated on Jul 20, 2022