90 citations · 514 across the 54 of their papers we have counts for
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Correlated Product of Experts for Sparse Gaussian Process Regression
Manuel Schürch, Dario Azzimonti, Alessio Benavoli +1
Gaussian processes (GPs) are an important tool in machine learning and statistics with applications ranging from social and natural science through engineering. They constitute a p…
Algebras of Sets and Coherent Sets of Gambles
Juerg Kohlas, Arianna Casanova, Marco Zaffalon
In a recent work we have shown how to construct an information algebra of coherent sets of gambles defined on general possibility spaces. Here we analyze the connection of such an…
Information algebras of coherent sets of gambles in general possibility spaces
Juerg Kohlas, Arianna Casanova, Marco Zaffalon
In this paper, we show that coherent sets of gambles can be embedded into the algebraic structure of information algebra. This leads firstly, to a new perspective of the algebraic…
Quantum indistinguishability through exchangeable desirable gambles
Alessio Benavoli, Alessandro Facchini, Marco Zaffalon
Two particles are identical if all their intrinsic properties, such as spin and charge, are the same, meaning that no quantum experiment can distinguish them. In addition to the we…
Information algebras in the theory of imprecise probabilities
Arianna Casanova, Juerg Kohlas, Marco Zaffalon
In this paper, we show that coherent sets of gambles and coherent lower and upper previsions can be embedded into the algebraic structure of information algebra. This leads firstly…