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VL
2010
IEEE
160views Visual Languages» more  VL 2010»
15 years 2 months ago
Toward End-User Debugging of Machine-Learned Classifiers
Many machine-learning algorithms learn rules of behavior from individual end users, such as taskoriented desktop organizers and handwriting recognizers. These rules form a generat...
Todd Kulesza
186
Voted
LPNMR
2011
Springer
14 years 7 months ago
Approximations for Explanations of Inconsistency in Partially Known Multi-Context Systems
Abstract. Multi-context systems are a formalism to interlink decentralized and heterogeneous knowledge based systems (contexts), which interact via (possibly nonmonotonic) bridge r...
Thomas Eiter, Michael Fink, Peter Schüller
162
Voted
ISSA
2004
15 years 5 months ago
A Logic-Based Access Control Approach For Web Services
Web Services technology enables organisations to exploit software as a service. Services are accessed by method invocations. Method interfaces are described and published, and may...
Marijke Coetzee
ESAW
2008
Springer
15 years 5 months ago
Peer Pressure as a Driver of Adaptation in Agent Societies
We consider a resource access control scenario in an open multi-agent system. We specify a mutable set of rules to determine how resource allocation is decided, and minimally assum...
Hugo Carr, Jeremy V. Pitt, Alexander Artikis
IJCAI
2003
15 years 5 months ago
Covariant Policy Search
We investigate the problem of non-covariant behavior of policy gradient reinforcement learning algorithms. The policy gradient approach is amenable to analysis by information geom...
J. Andrew Bagnell, Jeff G. Schneider