Videos tagged with AI

Abstract Take advantage of user data to create intelligent applications. This talk will focus on data mining to create complex application behavior and gain insight into the patterns and habits of your users. Examples of these techniques can be seen with recommendation systems like those created by Amazon, Netflix, last.fm, and others. Additional examples include spam filtering systems for emai...

Abstract Archaeopteryx generates MIDI bytecodes which produce music via prosumer applications such as Propellerhead Reason. If you’ve ever wondered whether or not use cases really exist for Ruby features like lambda, eval, continuations, and higher-order functions, Archaeopteryx demonstrates not just the usefulness but the power and flexibility of these techniques. Archaeopteryx also uses...

Google Tech Talks November, 29 2007 In the 1980's, new learning algorithms for neural networks promised to solve difficult classification tasks, like speech or object recognition, by learning many layers of non-linear features. The results were disappointing for two reasons: There was never enough labeled data to learn millions of complicated features and the learning was much too slow in deep ...

Google Tech Talks November, 8 2007 ABSTRACT This presentation is about a potential shortcut to artificial intelligence by trading mind-design for world-design using artificial evolution. Evolutionary algorithms are a pump for turning CPU cycles into brain designs. With exponentially increasing CPU cycles while our understanding of intelligence is almost a flat-line, the evolutionary route to AI...