Machine learning (ML) has enabled computers to accomplish many complex tasks. ML is a new area for me, and my interests is focused on reliability and applications related to mobile health. Work is supported by generous donations from NVIDIA.
- SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness
Mustafa A. Kocak, David Ramirez, Elza Erkip, Dennis E. Shasha
Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence