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» The Decision Diffie-Hellman Problem
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119
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CORR
2002
Springer
94views Education» more  CORR 2002»
15 years 3 months ago
Self-Optimizing and Pareto-Optimal Policies in General Environments based on Bayes-Mixtures
The problem of making sequential decisions in unknown probabilistic environments is studied. In cycle t action yt results in perception xt and reward rt, where all quantities in g...
Marcus Hutter
114
Voted
CCS
2009
ACM
15 years 10 months ago
Mixed-initiative security agents
Security decision-making is hard for both humans and machines. This is because security decisions are context-dependent, require highly dynamic, specialized knowledge, and require...
Rachel Greenstadt, Sadia Afroz, Michael Brennan
117
Voted
ISDA
2009
IEEE
15 years 10 months ago
Measures for Unsupervised Fuzzy-Rough Feature Selection
For supervised learning, feature selection algorithms attempt to maximise a given function of predictive accuracy. This function usually considers the ability of feature vectors t...
Neil MacParthalain, Richard Jensen
125
Voted
LPAR
2004
Springer
15 years 8 months ago
Evaluating QBFs via Symbolic Skolemization
Abstract. We describe a novel decision procedure for Quantified Boolean Formulas (QBFs) which aims to unleash the hidden potential of quantified reasoning in applications. The Sk...
Marco Benedetti
135
Voted
ICML
2000
IEEE
15 years 7 months ago
Lightweight Rule Induction
We propose a new rule induction algorithm for solving classification problems via probability estimation. The main advantage of decision rules is their simplicity and good interp...
Sholom M. Weiss, Nitin Indurkhya