"algorithmic recourse" Papers

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ElliCE: Efficient and Provably Robust Algorithmic Recourse via the Rashomon Sets

Bohdan Turbal, Iryna Voitsitska, Lesia Semenova

NEURIPS 2025spotlight

Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse

Seung Hyun Cheon, Anneke Wernerfelt, Sorelle Friedler et al.

ICLR 2025arXiv:2410.22598
7
citations

From Search to Sampling: Generative Models for Robust Algorithmic Recourse

Prateek Garg, Lokesh Nagalapatti, Sunita Sarawagi

ICLR 2025arXiv:2505.07351
3
citations

Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

Patrick Altmeyer, Mojtaba Farmanbar, Arie Van Deursen et al.

AAAI 2024paperarXiv:2312.10648
7
citations

Learning Decision Trees and Forests with Algorithmic Recourse

Kentaro Kanamori, Takuya Takagi, Ken Kobayashi et al.

ICML 2024spotlightarXiv:2406.01098
4
citations

SafeAR: Safe Algorithmic Recourse by Risk-Aware Policies

Haochen Wu, Shubham Sharma, Sunandita Patra et al.

AAAI 2024paperarXiv:2308.12367
1
citations