Teaching an Active Learner with Contrastive Examples

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Teaching an Active Learner with Contrastive Examples

Neural Information Processing Systems (NeurIPS), 2021

28 October 2021

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Papers citing "Teaching an Active Learner with Contrastive Examples"

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Title
Formal Models of Active Learning from Contrastive Examples Farnam Mansouri H. Simon Adish Singla Yuxin Chen Sandra Zilles 100 0 0 18 Jun 2025
Optimal Design for Reward Modeling in RLHF Antoine Scheid Etienne Boursier Alain Durmus Michael I. Jordan Pierre Ménard Eric Moulines Michal Valko OffRL 253 15 0 22 Oct 2024
Fair Machine Guidance to Enhance Fair Decision Making in Biased People Mingzhe Yang Hiromi Arai Naomi Yamashita Yukino Baba FaML 130 7 0 08 Apr 2024
On a Combinatorial Problem Arising in Machine Teaching Felix Marti-Perez Jan Kratochvíl Joakim Sunde Jan Arne Telle 86 4 0 07 Feb 2024
Optimally Teaching a Linear Behavior Cloning Agent S. Bharti Stephen J. Wright Adish Singla Xiaojin Zhu 87 0 0 26 Nov 2023
XAL: EXplainable Active Learning Makes Classifiers Better Low-resource LearnersNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Yun Luo Zhen Yang Fandong Meng Yingjie Li Fang Guo Qinglin Qi Jie Zhou Yue Zhang 185 2 0 09 Oct 2023
Deep Active Learning in the Presence of Label Noise: A Survey Moseli Motsóehli Kyungim Baek NoLa VLM 186 5 0 22 Feb 2023
Iterative Teaching by Data HallucinationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Zeju Qiu Weiyang Liu Tim Z. Xiao Zhen Liu Umang Bhatt Yucen Luo Adrian Weller Bernhard Schölkopf 196 11 0 31 Oct 2022