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Johannes Schmidt

4 accepted papers

2025

A Fine-Grained Complexity View on Propositional Abduction - Algorithms and Lower Bounds

IJCAI 2025

The Boolean satisfiability problem (SAT) is a well-known example of monotonic reasoning, of intense practical interest due to fast solvers, complemented by rigorous fine-grained complexity results. However, for non-monotonic reasoning, e.g., abductive reasoning, comparably little is known outside cl

Cited by 0SourcePDFScholar
2024

Quantitative Claim-Centric Reasoning in Logic-Based Argumentation

IJCAI 2024poster

Argumentation is a well-established formalism for nonmonotonic reasoning, with popular frameworks being Dung’s abstract argumentation (AFs) or logic-based argumentation (Besnard-Hunter’s framework). Structurally, a set of formulas forms support for a claim if it is consistent, subset-minimal, and im…

Cited by 2SourcePDFScholar
2023

Complexity of Reasoning with Cardinality Minimality Conditions

AAAI 2023technical

Many AI-related reasoning problems are based on the problem of satisfiability of propositional formulas with some cardinality-minimality condition. While the complexity of the satisfiability problem (SAT) is well understood when considering systematically all fragments of propositional logic within…

Cited by 0SourcePDFScholar
2021

Parameterized Complexity of Logic-Based Argumentation in Schaefer’s Framework

AAAI 2021technical

Logic-based argumentation is a well-established formalism modeling nonmonotonic reasoning. It has been playing a major role in AI for decades, now. Informally, a set of formulas is the support for a given claim if it is consistent, subset-minimal, and implies the claim. In such a case, the pair of…

Cited by 4SourcePDFScholar