conftrace_

assumption violation

3 papers

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Co-occurring keywords · papers mentioning both

causal discovery (3) false negative rate (1) hyperparameter stability (1) coherency score (1) dataset (1) real-world application (1) pc algorithm (1) evaluation metric (1) conditional independence test (1) answer set programming (1)

Papers

How PC-based Methods Err: Towards Better Reporting of Assumption Violations and Small Sample Errors UAI 2026 The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications CLeaR 2025 Assumption violations in causal discovery and the robustness of score matching NeurIPS 2023