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» Dimension Characterizations of Complexity Classes
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ATAL
2006
Springer
13 years 11 months ago
Learning to identify winning coalitions in the PAC model
We consider PAC learning of simple cooperative games, in which the coalitions are partitioned into "winning" and "losing" coalitions. We analyze the complexity...
Ariel D. Procaccia, Jeffrey S. Rosenschein
UAI
1998
13 years 8 months ago
Axiomatizing Causal Reasoning
Causal models defined in terms of a collection of equations, as defined by Pearl, are axiomatized here. Axiomatizations are provided for three successively more general classes of...
Joseph Y. Halpern
CORR
2011
Springer
339views Education» more  CORR 2011»
13 years 2 months ago
Context Capture in Software Development
The context of a software developer is something hard to define and capture, as it represents a complex network of elements across different dimensions that are not limited to th...
Bruno Antunes, Francisco Correia, Paulo Gomes
JMLR
2011
111views more  JMLR 2011»
13 years 2 months ago
Models of Cooperative Teaching and Learning
While most supervised machine learning models assume that training examples are sampled at random or adversarially, this article is concerned with models of learning from a cooper...
Sandra Zilles, Steffen Lange, Robert Holte, Martin...
CEC
2005
IEEE
14 years 1 months ago
Two-layered face detection system using evolutionary algorithm
This paper proposes a novel face detection method based on Principal Component Analysis (PCA) and Evolutionary Algorithm (EA). In a view-based approach to face detection, the face ...
Jun-Su Jang, Jong-Hwan Kim