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» A Causal Theory of Abduction
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JLP
2000
134views more  JLP 2000»
15 years 5 months ago
Abducing through negation as failure: stable models within the independent choice logic
The independent choice logic (ICL) is part of a project to combine logic and decision/game theory into a coherent framework. The ICL has a simple possible-worlds semantics charact...
David Poole
POPL
2012
ACM
14 years 1 months ago
Resource-sensitive synchronization inference by abduction
We present an analysis which takes as its input a sequential program, augmented with annotations indicating potential parallelization opportunities, and a sequential proof, writte...
Matko Botincan, Mike Dodds, Suresh Jagannathan
ICASSP
2008
IEEE
16 years 15 days ago
Distributed multi-dimensional hidden Markov models for image and trajectory-based video classifications
In this paper, we propose a novel multi-dimensional distributed hidden Markov model (DHMM) framework. We first extend the theory of 2D hidden Markov models (HMMs) to arbitrary ca...
Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar
JMLR
2010
165views more  JMLR 2010»
15 years 25 days ago
Causal Inference
: This review presents empirical researchers with recent advances in causal inference, and stresses the paradigmatic shifts that must be undertaken in moving from traditional stati...
Judea Pearl
CAV
2012
Springer
227views Hardware» more  CAV 2012»
13 years 8 months ago
Minimum Satisfying Assignments for SMT
Abstract. A minimum satisfying assignment of a formula is a minimumcost partial assignment of values to the variables in the formula that guarantees the formula is true. Minimum sa...
Isil Dillig, Thomas Dillig, Kenneth L. McMillan, A...