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UAI
2001
13 years 6 months ago
When do Numbers Really Matter?
Common wisdom has it that small distinctions in the probabilities quantifying a belief network do not matter much for the results of probabilistic queries. Yet, one can develop re...
Hei Chan, Adnan Darwiche
ISEUD
2009
Springer
13 years 11 months ago
What Is End-User Software Engineering and Why Does It Matter?
End-user programming has become ubiquitous, so much so that there are more end-user programmers today than there are professional programmers. End-user programming empowers—but t...
Margaret M. Burnett
SOFSEM
2012
Springer
12 years 11 days ago
Turing Machines for Dummies - Why Representations Do Matter
Abstract. Various methods exists in the literature for denoting the configuration of a Turing Machine. A key difference is whether the head position is indicated by some integer ...
Peter van Emde Boas
JMLR
2012
11 years 7 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
JSAT
2006
109views more  JSAT 2006»
13 years 4 months ago
Decomposing SAT Problems into Connected Components
Many SAT instances can be decomposed into connected components either initially after preprocessing or during the solution phase when new unit conflict clauses are learned. This o...
Armin Biere, Carsten Sinz