← Search

Amit Solomon

2 accepted papers

2023

FedRPO: Federated Relaxed Pareto Optimization for Acoustic Event Classification

ICASSP 2023accepted

Performance and robustness of real-world Acoustic Event Classification (AEC) solutions depend on ability to train on diverse data from wide range of end-point devices and acoustic environments. Federated Learning (FL) provides a framework to leverage annotated and non-annotated AEC data from servers…

Cited by 0SourceScholar
2021

Multi-Level Group Testing with Application to One-Shot Pooled COVID-19 Tests

ICASSP 2021accepted

One of the main challenges in containing the Coronoavirus disease 2019 (COVID-19) pandemic stems from the difficulty in carrying out efficient mass diagnosis over large populations. The leading method to test for COVID-19 infection utilizes qualitative polymerase chain reaction, implemented using de…

Cited by 0SourceScholar