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JMLR
2010
118views more  JMLR 2010»
11 years 8 months ago
Hilbert Space Embeddings and Metrics on Probability Measures
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing, and independence testing....
Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fu...
ANOR
2010
107views more  ANOR 2010»
11 years 11 months ago
Kusuoka representation of higher order dual risk measures
We derive representations of higher order dual measures of risk in Lp spaces as suprema of integrals of Average Values at Risk with respect to probability measures on (0, 1] (Kusu...
Darinka Dentcheva, Spiridon Penev, Andrzej Ruszczy...
FUIN
2002
63views more  FUIN 2002»
12 years 1 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
CORR
2000
Springer
85views Education» more  CORR 2000»
12 years 1 months ago
Conditional Plausibility Measures and Bayesian Networks
A general notion of algebraic conditional plausibility measures is de ned. Probability measures, ranking functions, possibility measures, and under the appropriate de nitions sets...
Joseph Y. Halpern
CORR
2007
Springer
87views Education» more  CORR 2007»
12 years 1 months ago
Entropy of capacities on lattices and set systems
We propose a definition for the entropy of capacities defined on lattices. Classical capacities are monotone set functions and can be seen as a generalization of probability mea...
Aoi Honda, Michel Grabisch
CORR
2006
Springer
107views Education» more  CORR 2006»
12 years 1 months ago
On Sequence Prediction for Arbitrary Measures
Suppose we are given two probability measures on the set of one-way infinite finite-alphabet sequences and consider the question when one of the measures predicts the other, that ...
Daniil Ryabko, Marcus Hutter
UAI
2001
12 years 3 months ago
A Logic for Reasoning about Upper Probabilities
We present a propositional logic to reason about the uncertainty of events, where the uncertainty is modeled by a set of probability measures assigning an interval of probability ...
Joseph Y. Halpern, Riccardo Pucella
EUSFLAT
2003
12 years 3 months ago
Propagation of uncertainty involving imprecision and randomness
This paper presents a non exhaustive list of different methods of uncertainty propagation when the knowledge of some parameters of physical models is represented by probability me...
Cédric Baudrit, Didier Dubois, Hél&e...
COLT
2008
Springer
12 years 3 months ago
Injective Hilbert Space Embeddings of Probability Measures
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing and independence testing. ...
Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fu...
ISIPTA
2005
IEEE
190views Mathematics» more  ISIPTA 2005»
12 years 7 months ago
Generalized Conditioning in Neighbourhood Models
Sets of probability measures which form neighbourhoods of classical probability measures are studied. An application of Jeffrey’s rule of conditioning to forming neighbourhoods...
Damjan Skulj
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