Figshare
open access
Pathwise Counterfactual Certification
Reproducible experiments for certifying that one independently retrained classifier accepts every point in a prescribed finite path suffix. A last-failure statistic turns this joint event into ordered Bernoulli outcomes. A shared mixture e-process supports adaptive selection of a suffix and repeated
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
- Counterfactuals for Feature-Weighted Clustering#373412
- Context-indexed counterfactuals and non-vacuous counterpossibles#761316
- Exact Certification of Neural Networks and Partition Aggregation Ensembles against Label Poisoning#10375
- Toward Accurate Inferences of Response Class Membership#448416
- Causal Inferences in Repetitive Transcranial Magnetic Stimulation Research: Challenges and Perspectives#740200
Record · ID 1175041
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