28 citations · 159 across the 26 of their papers we have counts for
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math.PR2018★ 5 cited
Stochastic order on metric spaces and the ordered Kantorovich monad
Tobias Fritz, Paolo Perrone
In earlier work, we had introduced the Kantorovich probability monad on complete metric spaces, extending a construction due to van Breugel. Here we extend the Kantorovich monad fu…
math.PR2018★ 18 cited
Bimonoidal Structure of Probability Monads
Tobias Fritz, Paolo Perrone
We give a conceptual treatment of the notion of joints, marginals, and independence in the setting of categorical probability. This is achieved by endowing the usual probability mo…