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20192026
most citedTowards Fair Deep Clustering With Multi-State Protected Variables

11 citations · 46 across the 24 of their papers we have counts for

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cs.CR2026

CascadeLedger: Counterfactual Auditing of Information and Resource Integrity in LLM Cascades

Miaobo Hu, Shuhao Hu, Xiaobo Guo +4

We introduce CascadeLedger, a counterfactual execution-audit framework for budgeted language-model cascades. The protocol enforces call-before-read semantics, binds successful read…