Paper "active learning" Papers

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Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching

Nan Jiang, Md Nasim, Yexiang Xue

AAAI 2025paperarXiv:2409.01416

AutoSciLab: A Self-Driving Laboratory for Interpretable Scientific Discovery

Saaketh Desai, Sadhvikas Addamane, Jeffrey Y. Tsao et al.

AAAI 2025paperarXiv:2412.12347
1
citations

Sharpe Ratio-Guided Active Learning for Preference Optimization in RLHF

Syrine Belakaria, Joshua Kazdan, Charles Marx et al.

COLM 2025paperarXiv:2503.22137
2
citations

Active Learning Guided by Efficient Surrogate Learners

Yunpyo An, Suyeong Park, Kwang In Kim

AAAI 2024paperarXiv:2301.02761
2
citations

Entropic Open-Set Active Learning

Bardia Safaei, Vibashan VS, Celso de Melo et al.

AAAI 2024paperarXiv:2312.14126
29
citations

Inconsistency-Based Data-Centric Active Open-Set Annotation

Ruiyu Mao, Ouyang Xu, Yunhui Guo

AAAI 2024paperarXiv:2401.04923
7
citations