conftrace_

faithfulness

10 papers

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robustness (2) computational states (1) high-level algorithms (1) interchange intervention accuracy (1) certification (1) opaque models (1) in-distribution (1) llama-7b (1) forgrad (1) gradient signal (1)

Papers

Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective ICML 2025 Combining Causal Models for More Accurate Abstractions of Neural Networks CLeaR 2025 Pixel-level Certified Explanations via Randomized Smoothing ICML 2025 AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers ICML 2024 Faithfulness Measurable Masked Language Models ICML 2024 Local Causal Structure Learning in the Presence of Latent Variables ICML 2024 Optimization-based Uncertainty Attribution Via Learning Informative Perturbations ECCV 2024 Provably Better Explanations with Optimized Aggregation of Feature Attributions ICML 2024 Saliency strikes back: How filtering out high frequencies improves white-box explanations ICML 2024 Stay on Topic with Classifier-Free Guidance ICML 2024