Machine Learning

ETHOS

A multi-dimensional approach to ML-enabled RAN software testing. Funded by the NTIA Public Wireless Supply Chain Innovation Fund (2024–2028).

Annealed Langevin Dynamics for Massive MIMO Detection

A massive MIMO detector based on annealed Langevin dynamics that approaches ML accuracy at much lower complexity than sphere decoding.

nicolas-zilberstein

3DML

A platform for Data, Design and Deployed validation of Machine Learning for wireless networks and mobile applications. Funded by NSF CCRI (2020–2026). Co-PI.