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CORR
2012
Springer
192views Education» more  CORR 2012»
13 years 5 months ago
The best of both worlds: stochastic and adversarial bandits
We present a bandit algorithm, SAO (Stochastic and Adversarial Optimal), whose regret is, essentially, optimal both for adversarial rewards and for stochastic rewards. Specifical...
Sébastien Bubeck, Aleksandrs Slivkins
59
Voted
AIMS
2007
Springer
15 years 3 months ago
A Survey of the High-Speed Self-learning Intrusion Detection Research Area
Intrusion detection for IP networks has been a research theme for a number of years already. One of the challenges is to keep up with the ever increasing Internet usage and network...
Anna Sperotto, Remco van de Meent
GECCO
2003
Springer
124views Optimization» more  GECCO 2003»
15 years 2 months ago
Using an Immune System Model to Explore Mate Selection in Genetic Algorithms
Abstract. When Genetic Algorithms (GAs) are employed in multimodal function optimization, engineering and machine learning, identifying multiple peaks and maintaining subpopulation...
Chien-Feng Huang
ESAW
2006
Springer
15 years 1 months ago
A Definition of Exceptions in Agent-Oriented Computing
The research on exception handling in Multi-Agent Systems has produced some advanced models to deal with `exceptional situations'. The expression `agent exception' is how...
Eric Platon, Nicolas Sabouret, Shinichi Honiden
BCSHCI
2008
14 years 11 months ago
Ubiquitous healthcare: do we want it?
In this paper we describe the development and test of a futuristic health scenario that allows the seamless exchange of sensitive personal data. The scenario was used to elicit us...
Linda Little, Pamela Briggs