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Št. zadetkov: 7
Near-Optimal Sensor Placements in Gaussian Processes
Carlos Guestrin
Video in druga učna gradiva
Oznake: computer science;machine learning;gaussian processes
Leto: 2005 Vir: videolectures.net
Papers Introduction
Carlos Guestrin
Video in druga učna gradiva
Oznake: events
Leto: 2008 Vir: videolectures.net
Machine Learning in the Cloud with GraphLab
Carlos Guestrin
Video in druga učna gradiva
Oznake: computer science;machine learning;clustering
Exponentially increasing dataset sizes have driven Machine Learning experts to explore using parallel and distributed computing for their research. Furthermore, cloud computing resources such as Amazon EC2 have become increasingly available, providing cheap and scalable platforms for large scale com ...
Leto: 2010 Vir: videolectures.net
Taming Information Overload
Carlos Guestrin
Video in druga učna gradiva
Oznake: computer science;machine learning;structured output
The internet has allowed us to democratize information, but has also brought us a new challenge: Information Overload. With the huge amounts of information out there, it can be very difficult to keep track of what’s most important to us. This problem is not limited to the web: The democratic process ...
Leto: 2010 Vir: videolectures.net
Adaptive Representations for Efficient Inference for Distributions on Permutations
Carlos Guestrin
Video in druga učna gradiva
Oznake: mathematics
Permutations are ubiquitous in many real world problems, such as voting, rankings and data association. Representing uncertainty over permutations is challenging, since there are $n!$ possibilities, and typical compact representations, such as graphical models, cannot efficiently capture the mutual ...
Leto: 2007 Vir: videolectures.net
Machine Learning in Ecosystem Informatics and Sustainability
Thomas Dietterich , Carlos Guestrin
Video in druga učna gradiva
Oznake: computer science;machine learning
Ecosystem Informatics brings together mathematical and computational tools to address scientific and policy challenges in the ecosystem sciences. These challenges include novel sensors for collecting data, algorithms for automated data cleaning, learning methods for building statistical models from ...
Leto: 2009 Vir: videolectures.net
How Optimized Environmental Sensing Helps Address Information Overload on the Web
Carlos Guestrin , Tom Mitchell
Video in druga učna gradiva
Oznake: computer science;web mining
In this talk, we tackle a fundamental problem that arises when using sensors to monitor the ecological condition of rivers and lakes, the network of pipes that bring water to our taps, or the activities of an elderly individual when sitting on a chair: Where should we place the sensors in order to m ...
Leto: 2009 Vir: videolectures.net
Št. zadetkov: 7
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