Research map / Learning theory and algorithms / Prediction and decision losses
Provably efficient, succinct, and precise explanations
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Closest papers by meaning
- Explaining, Fast and Slow: Abstraction and Refinement of Provable Explanations (ICML 2025 · similarity 0.86)
- Trust Regions for Explanations via Black-Box Probabilistic Certification (ICML 2024 · similarity 0.86)
- Selective Explanations (NeurIPS 2024 · similarity 0.85)
- Additive Models Explained: A Computational Complexity Approach (NeurIPS 2025 · similarity 0.85)
- Probabilistic Explanations for Linear Models (AAAI 2025 · similarity 0.85)
- Auditing Local Explanations is Hard (NeurIPS 2024 · similarity 0.85)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.
