Search Results for author: Daniel Ochs

Found 2 papers, 1 papers with code

Scalable Neural-Probabilistic Answer Set Programming

1 code implementation14 Jun 2023 Arseny Skryagin, Daniel Ochs, Devendra Singh Dhami, Kristian Kersting

The goal of combining the robustness of neural networks and the expressiveness of symbolic methods has rekindled the interest in Neuro-Symbolic AI.

Probabilistic Programming Question Answering +1

SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming

no code implementations7 Oct 2021 Arseny Skryagin, Wolfgang Stammer, Daniel Ochs, Devendra Singh Dhami, Kristian Kersting

The probability estimates resulting from NPPs act as the binding element between the logical program and raw input data, thereby allowing SLASH to answer task-dependent logical queries.

Probabilistic Programming

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