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NIPS
2008
15 years 6 months ago
Sparse probabilistic projections
We present a generative model for performing sparse probabilistic projections, which includes sparse principal component analysis and sparse canonical correlation analysis as spec...
Cédric Archambeau, Francis Bach
AIPS
1994
15 years 6 months ago
Probabilistic Planning with Information Gathering and Contingent Execution
MostAI representations and algorithms for plan generation havenot included the concept of informationproducingactions (also called diagnostics, or tests, in the decision making li...
Denise Draper, Steve Hanks, Daniel S. Weld
ENTCS
2007
105views more  ENTCS 2007»
15 years 4 months ago
A Probabilistic Scheduler for the Analysis of Cryptographic Protocols
When modelling cryto-protocols by means of process calculi which express both nondeterministic and probabilistic behavior, it is customary to view the scheduler as an intruder. It...
Srecko Brlek, Sardaouna Hamadou, John Mullins
FUIN
2002
63views more  FUIN 2002»
15 years 4 months ago
Probabilistic Cluster Unfoldings
Abstract. This article introduces probabilistic cluster branching processes, a probabilistic unfolding semantics for untimed Petri nets, with no structural or safety assumptions, g...
Stefan Haar
SIGDIAL
2010
15 years 2 months ago
Probabilistic Ontology Trees for Belief Tracking in Dialog Systems
We introduce a novel approach for robust belief tracking of user intention within a spoken dialog system. The space of user intentions is modeled by a probabilistic extension of t...
Neville Mehta, Rakesh Gupta, Antoine Raux, Deepak ...