Recent algorithmic advances and hardware innovations have made it possible to train deep neural networks with billions of parameters. The networks’ ...

The recent heatwave in Europe is an unequivocal reminder that we are facing a critical moment in the effort to tackle climate change. This urgent global ...

Kathleen McKeown, an Amazon Scholar and Henry and Gertrude Rothschild professor of computer science at Columbia University, has recently been awarded the ...

Most major advances in AI have come from supervised learning, in which machine learning models are trained on annotated data. But as commercial AI models ...

At the first annual Conference on Automated Machine Learning (AutoML), my colleagues and I won a best-paper award for a new way to decide when to terminate ...

In 2012, a Harvard Business Review article called data science “The Sexiest Job of the 21st Century.” Although the headline might seem hyperbolic, it’s easy ...

When Domenico Giannone decided to study statistics as an undergrad at Sapienza Università di Roma in the early 1990s, he didn’t fully understand what the ...

In 2019, the U.S. National Science Foundation (NSF) and Amazon announced a collaboration — the Fairness in AI program — to strengthen and ...

The Federated Logic Conference (FLoC) is a superconference that, like the Olympics, happens every four years. FLoC draws together 12 distinct conferences on ...

We humans often lament that we cannot predict the future, but perhaps we don’t give ourselves quite enough credit. With sufficient practice, our short-term ...