Machine learning is everywhere in science and technology: powering facial recognition, picking your recommendations on Netflix, and controlling self-driving cars. But how reliable are machine ...

Hover over this diagram to see how a neural turing machine shifts its attention over its old memory values to create new values. Unfortunately, while there are a plethora of conferences and journals ...

Will machine learning help here? And if so, how? Lee: Machine learning certainly will help, and in some circumstances, it has already helped. If you look at reliability, where human experts have to ...

Zadorozhny described approaches to testing the reliability of machine learning models by obtaining a separate uncertainty score for training data versus only calculating one prediction per sample.

“Uncertainty quantification is essential for both developers and users of machine-learning models. Developers can utilize uncertainty measurements to help develop more robust models, while for users, ...