NEURIPS 2025 "interpretable models" Papers

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DeepHalo: A Neural Choice Model with Controllable Context Effects

Shuhan Zhang, Zhi Wang, Rui Gao et al.

NEURIPS 2025oralarXiv:2601.04616

Hybrid Latent Reasoning via Reinforcement Learning

Zhenrui Yue, Bowen Jin, Huimin Zeng et al.

NEURIPS 2025posterarXiv:2505.18454
5
citations

Object-Centric Concept-Bottlenecks

David Steinmann, Wolfgang Stammer, Antonia Wüst et al.

NEURIPS 2025poster

The Rashomon Set Has It All: Analyzing Trustworthiness of Trees under Multiplicity

Ethan Hsu, Tony Cao, Lesia Semenova et al.

NEURIPS 2025poster