Fast Rates in Pool-Based Batch Active Learning

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Fast Rates in Pool-Based Batch Active Learning

11 February 2022

Claudio Gentile

Tong Zhang

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Papers citing "Fast Rates in Pool-Based Batch Active Learning"

12 / 12 papers shown

Title
ActiveCQ: Active Estimation of Causal Quantities Erdun Gao Dino Sejdinovic 64 0 0 29 Sep 2025
System-Aware Unlearning Algorithms: Use Lesser, Forget Faster Linda Lu Ayush Sekhari Karthik Sridharan MU 139 0 0 06 Jun 2025
Daunce: Data Attribution through Uncertainty Estimation Xingyuan Pan Chenlu Ye Joseph Melkonian Jiaqi W. Ma Tong Zhang TDI UQCV 147 0 0 29 May 2025
The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting Shuzhang Cai Twumasi Mensah-Boateng Xander Kuksov Jing Yuan Shaojie Tang 130 0 0 23 Dec 2024
Evolving Knowledge Distillation with Large Language Models and Active LearningInternational Conference on Language Resources and Evaluation (LREC), 2024 Chengyuan Liu Yangyang Kang Fubang Zhao Kun Kuang Zhuoren Jiang Changlong Sun Leilei Gan 119 12 0 11 Mar 2024
Reinforcement Learning from Human Feedback with Active Queries Kaixuan Ji Jiafan He Quanquan Gu 323 31 0 14 Feb 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference ModelNeural Information Processing Systems (NeurIPS), 2024 Chen Ye Wei Xiong Yuheng Zhang Nan Jiang Tong Zhang OffRL 230 30 0 11 Feb 2024
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint Wei Xiong Hanze Dong Chen Ye Ziqi Wang Han Zhong Heng Ji Nan Jiang Tong Zhang OffRL 239 286 0 18 Dec 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data AnnotationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Minzhi Li Taiwei Shi Caleb Ziems Min-Yen Kan Nancy F. Chen Zhengyuan Liu Diyi Yang 217 103 0 24 Oct 2023
Primal Dual Continual Learning: Balancing Stability and Plasticity through Adaptive Memory Allocation Juan Elenter Navid Naderializadeh Tara Javidi Alejandro Ribeiro CLL 400 3 0 29 Sep 2023
Fairness-guided Few-shot Prompting for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Huan Ma Changqing Zhang Yatao Bian Lemao Liu Zhirui Zhang P. Zhao Shu Zhen Zhang Huazhu Fu Qinghua Hu Bing Wu LLMAG LRM 168 57 0 23 Mar 2023
Active Prompting with Chain-of-Thought for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 331 178 0 23 Feb 2023