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math.PR2023★ 1 cited
Overdrawing Urns using Categories of Signed Probabilities
Bart Jacobs, Dario Stein
A basic experiment in probability theory is drawing without replacement from an urn filled with multiple balls of different colours. Clearly, it is physically impossible to overdra…
cs.LO2023★ 1 cited
Pearl's and Jeffrey's Update as Modes of Learning in Probabilistic Programming
Bart Jacobs, Dario Stein
The concept of updating a probability distribution in the light of new evidence lies at the heart of statistics and machine learning. Pearl's and Jeffrey's rule are two natural upd…