arXiv (All)
open access
The Metagame of Interpretability and Meta-Attributions
How can an arbitrary attribution method be generalized from first principles to capture interactions? We answer this with the metagame, a conceptual framework for quantifying second-order interaction effects of model explanations. We cast the attribution value $ϕ_i$ of feature $i$ as a cooperative g
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Train the Model, Not the Reader: Decodability Supervision for Verifiable Activation Explanations#635922
- Train the Model, Not the Reader: Decodability Supervision for Verifiable Activation Explanations#633573
- Convex optimization for actionable & plausible counterfactual explanations#779283
- Efficient computation of counterfactual explanations of LVQ models#779198
- Playing the network backward: A Game Theoretic Attribution Framework#1297119
Record · ID 1232727
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive