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» Choosing a Reliable Hypothesis
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UAI
2003
13 years 11 months ago
Robust Independence Testing for Constraint-Based Learning of Causal Structure
This paper considers a method that combines ideas from Bayesian learning, Bayesian network inference, and classical hypothesis testing to produce a more reliable and robust test o...
Denver Dash, Marek J. Druzdzel
DAC
2010
ACM
13 years 10 months ago
Adaptive and autonomous thermal tracking for high performance computing systems
Many DTM schemes rely heavily on the accurate knowledge of the chip's dynamic thermal state to make optimal performance/ temperature trade-off decisions. This information is ...
Yufu Zhang, Ankur Srivastava
ML
2008
ACM
156views Machine Learning» more  ML 2008»
13 years 9 months ago
On the connection between the phase transition of the covering test and the learning success rate in ILP
It is well-known that heuristic search in ILP is prone to plateau phenomena. An explanation can be given after the work of Giordana and Saitta: the ILP covering test is NP-complete...
Érick Alphonse, Aomar Osmani
AMAI
2002
Springer
13 years 9 months ago
An Empirical Test of Patterns for Nonmonotonic Inference
: It is claimed that human inferential apparatus offers interesting ground in order to consider the intuitions of artificial intelligence researchers about the inference patterns a...
Rui Da Silva Neves, Jean-François Bonnefon,...
CORR
2007
Springer
117views Education» more  CORR 2007»
13 years 9 months ago
MRI/TRUS data fusion for brachytherapy
Background: Prostate brachytherapy consists in placing radioactive seeds for tumour destruction under transrectal ultrasound imaging (TRUS) control. It requires prostate delineati...
Vincent Daanen, J. Gastaldo, Jean-Yves Giraud, Phi...