Neil Ireson, Fabio Ciravegna, Marie Elaine Califf, Dayne Freitag, Nicholas Kushmerick, Alberto Lavelli: Evaluating Machine Learning for Information Extraction, 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, 7-11 August, 2005
A version space algorithm for learning extracting rules from tree-structured documents. Resulting hypotheses are called "tag tree patterns". A Mapping from tag tree patterns to statements in the XPath language is defined.
Lush is an object-oriented programming language designed for researchers, experimenters, and engineers interested in large-scale numerical and graphic applications.
Hillis has bigger fish to fry than self-programming gadgets. In the past, he's expressed a desire to create machines that transcend what he sees as the limitations of human beings. "I guess I'm not overly perturbed by the prospect that there might be some
Even if a computer seems to be intelligent and can answer most questions as well as an intelligent, self-aware, human being, it will not really have a continuum of awareness, it will not really be aware of what it seems to "think" or "know," it will not h
TensorFlow™ is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API. TensorFlow was originally developed by researchers and engineers working on the Google Brain Team within Google's Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well.
Besides in science fiction, Herbert George Wells was a prolific writer in many other genres including contemporary novels, history, politics and social commentary, even writing text books and rules for war games. Together with Jules Verne and Hugo Gernsback, Wells has been referred to as "The Father of Science Fiction".
Person of Interest is back from mid-season hiatus, and already the show is delving deeply into science fictional themes, like the nature of AI consciousness. We caught up with producers Jonathan Nolan and Greg Plageman to talk about what comes next, and their real-life inspirations for the guns-and-malware world of this show.
The codebase contains a replica of the AlphaZero methodology, built in Python and Keras. Gain a deeper understanding of how AlphaZero works and adapt the code to plug in new games.