The Auton Lab, part of Carnegie Mellon University. S School of Computer Science. Researches new approaches to Statistical Data Mining. It is directed by Artur Dubrawski. We are very interested in the underlying computer science, mathematics, statistics and AI of detection and exploitation of patterns in data. The Auton Lab is 21 years old in 2014! Congratulations and Thank You to all who helped make this possible!
http://www.autonlab.com/
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Andrew Moore
5000 ●●●●● Ave.
Pit●●●rgh , Pennsylvania, 15213
United States
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Artur Dubrawski
5000 ●●●●● Ave.
Pit●●●rgh , Pennsylvania, 15213
United States
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Donghan Wang
5000 ●●●●● Ave.
Pit●●●rgh , Pennsylvania, 15213
United States
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The Auton Lab | autonlab.com Reviews
https://autonlab.com
The Auton Lab, part of Carnegie Mellon University. S School of Computer Science. Researches new approaches to Statistical Data Mining. It is directed by Artur Dubrawski. We are very interested in the underlying computer science, mathematics, statistics and AI of detection and exploitation of patterns in data. The Auton Lab is 21 years old in 2014! Congratulations and Thank You to all who helped make this possible!
autonlab.com
Auton Lab Research Spotlight
http://www.autonlab.com/autonweb/about/16618.html
Auton Lab Research Spotlight. A selection of research work at the Auton Lab that is making real world impact. A rule-based anomaly detection tool which sifts through large volumes of event logs (multivariate time series data) to answer the question "What's Strange About Recent Events". Novel statistics, algorithm and data structure that make spatial cluster detection more timely, accurate and fast.
Talks
http://www.autonlab.com/autonweb/library/talks.html
Here you will find information on various talks. Activity From Demographics and Links. A Dynamic Adaptation of AD-trees for Efficient Machine Learning on Large Data Sets. This talk was presented at ICML 2000. It describes a modification to AD-trees to allow incremental and lazy growth. We discuss our implementation of these Dynamic AD-trees and present results for datasets with scores of high-arity attributes and millions of rows. ICML 2000. Autonomous Fast Classifiers for Pharmaceutical Data Sets. These...
Auton Lab Research Thrusts
http://www.autonlab.com/autonweb/about/16605.html
Auton Lab Research Thrusts. List of our main lines of research in recent years, which hopefully will give you a taste of the research activities in the Auton Lab. Rapid Detection of Emerging Patterns. The ability to rapidly detect and identify unanticipated emerging patterns and trends in data can be highly beneficial in many practical situations. Read More. Social Network Analysis/Link Analysis/Group Detection. Discover interesting relationships and patterns among people or other entities. Read More.
Referrers for The Auton Lab
http://www.autonlab.com/autonweb/2/referrers.html
Version link to this document.
Animations
http://www.autonlab.com/autonweb/library/animations.html
Multi-Value-Functions: Efficient Automatic Action Hierarchies for Multiple Goal MDPs. Quickly computing all policies for all goals in a noisy maze. Example execution of "all goals" policy. Using "all goals" to chase stupid bad guys. Using "all goals" to chase simplistic bad guys. Using "all goals" to chase frightened bad guys. Using "all goals" to chase intelligent bad guys. The Anchors Hierarchy: Using the Triangle Inequality to Survive High-Dimensional Data. Stochastic Link and Group Detection. Very Fa...
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Auton Lab Blog
Thursday, February 19, 2015. Our paper: Escape from crossover interference increases with maternal age. Our latest paper has today been published in Nature Communications! You can read it here. The paper is about recombination, and describes how patterns of recombination differ between males and females, and how these patterns change with parental age. We have been studying recombination in a variety. However, up until now, nearly of all our studies have relied on using statistical. It has been an excell...
The Auton Lab
The Auton Lab, part of Carnegie Mellon University. S School of Computer Science. Researches new approaches to Statistical Data Mining. It is directed by Artur Dubrawski. We are very interested in the underlying computer science, mathematics, statistics and AI of detection and exploitation of patterns in data. The Auton Lab is 21 years old in 2014! Congratulations and Thank You to all who helped make this possible!
the Auton lab
Department of Genetics, Albert Einstein College of Medicine. We study genetic variation in human populations, and use statistical models to learn about the evolutionary history of our species.
autonweb:2.html [Auton Lab]
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