19 Mar '13, 10pm

DARPA

DARPA Envisions the Future of Machine Learning March 19, 2013 Automated tools aim to make it easier to teach a computer than to program it Machine learning – the ability of computers to understand data, manage results, and infer insights from uncertain information – is the force behind many recent revolutions in computing. Email spam filters, smartphone personal assistants and self-driving vehicles are all based on research advances in machine learning. Unfortunately, even as the demand for these capabilities is accelerating, every new application requires a Herculean effort. Even a team of specially-trained machine learning experts makes only painfully slow progress due to the lack of tools to build these systems. The Probabilistic Programming for Advanced Machine Learning (PPAML) program was launched to address this challenge. Probabilistic programming is a new programmi...

Full article: http://www.darpa.mil/NewsEvents/Releases/2013/03/19a.aspx

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