UAI Conference 2003 Conference Paper
Layerwidth: Analysis of a New Metric for Directed Acyclic Graphs
- Mark Hopkins
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UAI Conference 2003 Conference Paper
AAAI Conference 2002 Conference Paper
In this paper, we study the problem of determining actual causes of events in specific scenarios, based on a definition of actual cause proposed by Halpern and Pearl. To this end, we explore two different search-based approaches, enrich them with admissible pruning techniques and compare them experimentally. We also consider the task of designing algorithms for restricted forms of the problem.