Poster "interpretability" Papers

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Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-negative Decision Layer

XINYUE HU, Zhibin Duan, Bo Chen et al.

ICLR 2025arXiv:2505.22199
3
citations

Towards Principled Evaluations of Sparse Autoencoders for Interpretability and Control

Aleksandar Makelov, Georg Lange, Neel Nanda

ICLR 2025arXiv:2405.08366
65
citations

CF-OPT: Counterfactual Explanations for Structured Prediction

Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier et al.

ICML 2024arXiv:2405.18293
3
citations