Abstract: This paper introduces a new theoretical framework, akin to the use of imprecise message storage in Low Density Parity Check (LDPC) decoders, which is seen as an enabler for cost-effective ...

Abstract: Sliding cardinality estimation is crucial in many data analysis scenarios, e.g., detecting abnormal network behav-iors by monitoring unique connections in real time, detecting fraud in ...

Simon Dirmeier, Carlo Albert, Fernando Perez-Cruz, Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation, UAI 2025 [arXiv] ...

The entries in the previous table summarize the fact that Boolean satisfiability is a weak method that admits efficient implementations. The representation is relatively inefficient, and none of our ...

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