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» Computation with imprecise probabilities
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ECCV
2010
Springer
15 years 8 months ago
Blind Reflectometry
We address the problem of inferring homogeneous reflectance (BRDF) from a single image of a known shape in an unknown real-world lighting environment. With appropriate representati...
FOCS
1999
IEEE
15 years 8 months ago
Learning Mixtures of Gaussians
Mixtures of Gaussians are among the most fundamental and widely used statistical models. Current techniques for learning such mixtures from data are local search heuristics with w...
Sanjoy Dasgupta
ARTS
1999
Springer
15 years 8 months ago
Quantitative Program Logic and Performance in Probabilistic Distributed Algorithms
In this paper we show how quantitative program logic [14] provides a formal framework in which to promote standard techniques of program analysis to a context where probability and...
Annabelle McIver
FOCS
1990
IEEE
15 years 8 months ago
Parallel Linear Programming in Fixed Dimension Almost Surely in Constant Time
For any xed dimension d, the linear programming problem with n inequality constraints can be solved on a probabilistic CRCW PRAM with O(n) processors almost surely in constant time...
Noga Alon, Nimrod Megiddo
AIMS
2010
Springer
15 years 8 months ago
Probabilistic Fault Diagnosis in the MAGNETO Autonomic Control Loop
Management of outer edge domains is a big challenge for service providers due to the diversity, heterogeneity and large amount of such networks, together with limited visibility on...
Pablo Arozarena, Raquel Toribio, Jesse Kielthy, Ke...