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Research map / Learning theory and algorithms / Combinatorial and search optimization

Tractable Abstract Argumentation via Backdoor-Treewidth

AAAI 2022 · Learning theory and algorithms › Combinatorial and search optimization · approach: Logic and answer set programming theory · 10 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Combine argTW with argBTW in a portfolio, running argTW firstStable-extension counting on Scenario B · Scenario B combinedsolved instances: 908 -> 1110Helped
Use the torso/backdoor-treewidth approach instead of treewidth-only solving (ablation)Stable-extension counting · Scenario B2solved instances: 184 -> 377Helped
Use the torso/backdoor-treewidth approach instead of treewidth-only solving (ablation)Stable-extension counting · Scenario B3solved instances: 300 -> 252Hurt
Use the torso/backdoor-treewidth approach instead of treewidth-only solving (ablation)Stable-extension counting · Scenario B1solved instances: 378 -> 279Hurt
Use backdoor-treewidth rather than treewidth-only solving (ablation)Stable-extension solving · Scenario AruntimeMixed
Use backdoor-treewidth rather than backdoor-size-only solving (ablation)Stable-extension solving · Scenario Asolved instancesHelped
Use backdoor-treewidth to count extensions instead of ASPStable-extension counting · Scenario B combinedsolved instances: 220 -> 908Helped
Use backdoor-treewidth to count admissible extensions instead of ASPAdmissible-extension counting · Scenario B combinedsolved instances: 0 -> 468Helped

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