Like Self-Driving Cars, Healthcare Must Solve Its Machine Learning Problem

Like Self-Driving Cars, Healthcare Must Solve Its Machine Learning Problem

DeepXplore, a new debugging tool, found that the darker photo fooled a set of neurons into commanding a self-driving car to turn right. DeepXplore then retrained the network. Credit: Columbia Engineering When Suman Jana, PhD, and his colleagues saw companies trumpeting the capabilities of their deep learning neural networks, they noticed something was missing.

DeepXplore, a new debugging tool, found that the darker photo fooled a set of neurons into commanding a self-driving car to turn right. DeepXplore then retrained the network. Credit: Columbia Engineering When Suman Jana, PhD, and his colleagues saw companies trumpeting the capabilities of their deep learning neural networks, they noticed something was missing.