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14,842 papers · page 12 of 743

Generating Functions Meet Occupation Measures: Invariant Synthesis for Probabilistic Loops

Darion Haase, Kevin Batz, Adrian Gallus, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Lutz Klinkenberg, Tobias Winkler

A fundamental computational task in probabilistic programming is to infer a program’s output (posterior) distribution from a given initial (prior) distribution. This problem is challenging, especially for expressive languages that feature loops or unbounded recursion. While most …

Causal-Broadcast Memory

Amir Karniel, Ori Lahav

We investigate the precise consistency guarantees provided by a simple and prominent distributed implementation of shared memory (a.k.a. key-value store) based on the causal broadcast abstraction. We formalize these guarantees within a weak memory model, which we call “causal-bro…