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A Bayesian Approach to Tackling Hard Computational Problems (2001)
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by
Eric Horvitz
,
Yongshao Ruan
,
Carla Gomes
,
Henry Kautz
,
Bart Selman
,
Max Chickering
| Venue: | IN UAI |
| Citations: | 75 - 12 self |
BibTeX
@INPROCEEDINGS{Horvitz01abayesian,
author = {Eric Horvitz and Yongshao Ruan and Carla Gomes and Henry Kautz and Bart Selman and Max Chickering},
title = {A Bayesian Approach to Tackling Hard Computational Problems},
booktitle = {IN UAI},
year = {2001},
pages = {235--244},
publisher = {}
}
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Abstract
We describe research and results centering on the construction and use of Bayesian models that can predict the run time of problem solvers. Our efforts are motivated by observations of high variance in the time required to solve instances for several challenging problems. The methods
