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Embracing Uncertainty: The New Machine Intelligence
https://link.springer.com/chapter/10.1007/978-3-642-15387-7_3
Embracing uncertainty - the new machine intelligence
https://royalsociety.org/science-events-and-lectures/2010/summer-science/embracing-uncertainty/
“By embracing the mathematics of uncertainty, we are able to create machines that can learn from data, and to apply these to many real-world applications ranging from image editing, to highly interactive games” says Professor Christopher Bishop at …
Embracing uncertainty: the new machine intelligence
https://tv.theiet.org/?videoid=2422#!
Embracing uncertainty: the new machine intelligence. Computers are traditionally viewed as logical machines which follow precise, deterministic instructions. The real world in which they operate, however, is full of complexity, ambiguity, and uncertainty. In this year's Turing Lecture, the speaker discusses the field of machine learning, and shows how uncertainty can …
Embracing Uncertainty: The New Machine Learning
https://www.researchgate.net/publication/221028830_Embracing_Uncertainty_The_New_Machine_Learning
Modern approaches to machine learning use probability theory to quantify and compute with this uncertainty, and have led to a proliferation in the applications of machine learning, ranging from ...
Machine learning and the learning machine with Dr.
https://www.microsoft.com/en-us/research/podcast/machine-learning-and-the-learning-machine-with-dr-christopher-bishop/
Christopher M Bishop - Home
https://dl.acm.org/profile/81100205982
Embracing Uncertainty: The New Machine Learning. Chris Bishop; ... Embracing uncertainty: the new machine intelligence. Christopher Bishop. Microsoft Research Cambridge, UK. September 2010 KES'10: Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I.
Embracing Uncertainty: Applied Machine Learning Comes …
https://videolectures.net/ecmlpkdd2011_bishop_embracing/
Over the last decade the number of deployed applications of machine learning has grown rapidly, with examples in domains ranging from recommendation systems and web search, to spam filters and voice recognition. Most recently, the Kinect 3D full-body motion sensor, which relies crucially on machine learning, has become the fastest-selling consumer electronics …
KES2010 : Keynote Speakers - KES International
http://kes2010.kesinternational.org/keynotes.php
Christopher Bishop Microsoft Research Cambridge, UK Embracing Uncertainty: the New Machine Intelligence Abstract: Many of the early applications of machine intelligence were based on expert systems constructed using rules elicited from human experts.
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