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DSN
2004
IEEE
15 years 7 months ago
Experience with Evaluating Human-Assisted Recovery Processes
We describe an approach to quantitatively evaluating human-assisted failure-recovery tools and processes in the environment of modern Internet- and enterprise-class server systems...
Aaron B. Brown, Leonard Chung, William Kakes, Calv...
AUSAI
2008
Springer
15 years 6 months ago
Using Gaussian Processes to Optimize Expensive Functions
The task of finding the optimum of some function f(x) is commonly accomplished by generating and testing sample solutions iteratively, choosing each new sample x heuristically on t...
Marcus R. Frean, Phillip Boyle
IJCAI
1993
15 years 5 months ago
Second Order Measures for Uncertainty Processing
Uncertainty processing methods are analysed from the viewpoint of their sensitivity to small variations of certainty factors. The analysis makes use of the algebraic theory which ...
Zdenek Zdráhal
COLING
1990
15 years 5 months ago
A PDP Architecture For Processing Sentences With Relative Clauses
A modular parallel distributed processing architecture for parsing, representing and paraphrasing sentences with multiple hierarchical relative clauses is presented. A lowel-level...
Risto Miikkulainen
ICANN
2011
Springer
14 years 7 months ago
Learning from Multiple Annotators with Gaussian Processes
Abstract. In many supervised learning tasks it can be costly or infeasible to obtain objective, reliable labels. We may, however, be able to obtain a large number of subjective, po...
Perry Groot, Adriana Birlutiu, Tom Heskes