Research Areas

The daunting challenge for us as a community is to make machine learning do better than humans with greater energy/time efficiency so that we can finally bring powerful machine learning into our daily lives. The question driving our research is “how can we achieve orders of magnitude energy/time efficiency improvement in powerful machine learning systems so that we can turn machine learning’s promise of empowering most electronic devices around the world into a reality?”