Computer scientists introduce innovative new work at annual conferences. The Artificial Intelligence and Machine Learning and Data Mining research community expands the state of the art at these, the field's most prestigious and selective conferences:
They include tasks such as driving trucks, translating languages, writing high school essays, creating art, analyzing forensic evidence, and even work as a surgeon. Although some of these goals are predicted to happen over several decades, AI is concerned with principles and algorithms that allow researchers to make such bold predictions. Current methods focus on variants of deep learning—such as convolutional nets, recurrent nets, autoencoders and adversarial networks—as well as on the methods of probabilistic graphical models.