How Can We Use Machine Learning in the Search for Exoplanets?

Exoplanets are planets beyond our own solar system. Since they do not emit much light and moreover are very close to their parent stars they are difficult to detect directly. Using machine learning, observations of the brightness of the parent star can be used to train a system to predict the errors and correct the light curves.