2025 "model uncertainty" Papers

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Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Pengxiang Li, Shilin Yan, Jiayin Cai et al.

NeurIPS 2025posterarXiv:2505.20199
12
citations

Balanced Active Inference

Boyu Chen, Zhixiang Zhou, Liuhua Peng et al.

NeurIPS 2025poster

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

Bohdan Turbal, Iryna Voitsitska, Lesia Semenova

NeurIPS 2025spotlight