conftrace_

counterfactuals

8 papers

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true class probabilities (1) trustworthy actionable perturbations (1) verification procedure (1) llms (1) interventions (1) pipeline (1) axiomatization (1) nondeterministic causal models (1) generative adversarial model (1) representative data (1)

Papers

AutoCATE: End-to-End, Automated Treatment Effect Estimation ICML 2025 Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation ICML 2025 Graph Inverse Style Transfer for Counterfactual Explainability ICML 2025 Nondeterministic Causal Models CLeaR 2025 RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation ICML 2025 A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective ICML 2024 The Linear Representation Hypothesis and the Geometry of Large Language Models ICML 2024 Trustworthy Actionable Perturbations ICML 2024