An Ensembled Penalized Federated Learning Framework for Falling People Detection

Sizhe Rao, Runqiu Zhang, Sajal Saha +1

Falls among elderly and disabled individuals remain a leading cause of injury and mortality worldwide, necessitating robust, accurate, and privacy-aware fall detection systems. Tra…