conftrace_

probabilistic certification

3 papers

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Co-occurring keywords · papers mentioning both

chernoff-cramer bound (1) semantic perturbation (1) counterfactual bia (1) bias certification (1) explanations (1) fidelity (1) ∞ ball (1) neural network (1) large language model (1) safety-critical application (1)

Papers

Certifying Counterfactual Bias in LLMs ICLR 2025 Trust Regions for Explanations via Black-Box Probabilistic Certification ICML 2024 CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks AAAI 2022