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cs.DB2021
Probabilistic Data with Continuous Distributions
Martin Grohe, Benjamin Lucien Kaminski, Joost-Pieter Katoen +1
Statistical models of real world data typically involve continuous probability distributions such as normal, Laplace, or exponential distributions. Such distributions are supported…
cs.DB2019
Infinite Probabilistic Databases
Martin Grohe, Peter Lindner
Probabilistic databases (PDBs) are used to model uncertainty in data in a quantitative way. In the standard formal framework, PDBs are finite probability spaces over relational dat…
cs.DB2018
Probabilistic Databases with an Infinite Open-World Assumption
Martin Grohe, Peter Lindner
Probabilistic databases (PDBs) introduce uncertainty into relational databases by specifying probabilities for several possible instances. Traditionally, they are finite probabilit…