"distributional shifts" Papers

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Learning Across the Gap: Hybrid Multi-armed Bandits with Heterogeneous Offline and Online Data

Qijia He, Minghan Wang, Xutong Liu et al.

NeurIPS 2025poster

Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

Yehya Farhat, Hamza ElMokhtar Shili, Fangshuo Liao et al.

NeurIPS 2025posterarXiv:2306.08586
3
citations

Learning with Calibration: Exploring Test-Time Computing of Spatio-Temporal Forecasting

Wei Chen, Yuxuan Liang

NeurIPS 2025oralarXiv:2506.00635
5
citations

Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection

Ignacio Meza De la Jara, Cristian Rodriguez-Opazo, Damien Teney et al.

NeurIPS 2025posterarXiv:2510.05782

Not all distributional shifts are equal: Fine-grained robust conformal inference

Jiahao Ai, Zhimei Ren

ICML 2024poster