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Publication search results
found 42 matches
- 2024
- Yu He, Yigong Pan, Xinying Hu, Guangzhong Sun:
Pool-based active learning framework for concept prerequisite learning. J. Intell. Fuzzy Syst. 46(1): 1771-1787 (2024) - 2023
- Po-Yi Lu, Chun-Liang Li, Hsuan-Tien Lin:
Re-Benchmarking Pool-Based Active Learning for Binary Classification. CoRR abs/2306.08954 (2023) - Lies Hadjadj, Emilie Devijver, Rémi Molinier, Massih-Reza Amini:
Pool-Based Active Learning with Proper Topological Regions. CoRR abs/2310.01597 (2023) - 2022
- Claudio Gentile, Zhilei Wang, Tong Zhang:
Achieving Minimax Rates in Pool-Based Batch Active Learning. ICML 2022: 7339-7367 - Claudio Gentile, Zhilei Wang, Tong Zhang:
Achieving Minimax Rates in Pool-Based Batch Active Learning. CoRR abs/2202.05448 (2022) - Youfang Han, Chunping Li:
Entity Matching by Pool-based Active Learning. CoRR abs/2211.00311 (2022) - 2021
- Daniel Kottke:
A holistic, decision-theoretic framework for pool-based active learning. University of Kassel, Germany, 2021, ISBN 978-3-7376-0987-6, pp. 1-241 - Ziang Liu, Xue Jiang, Hanbin Luo, Weili Fang, Jiajing Liu, Dongrui Wu:
Pool-based unsupervised active learning for regression using iterative representativeness-diversity maximization (iRDM). Pattern Recognit. Lett. 142: 11-19 (2021) - Binwei Lin, Zhiyong Yu, Fangwan Huang, Longkun Guo:
Pool-Based Sequential Active Learning For Regression Based on Incremental Cluster Center Selection. CBD 2021: 176-182 - Xueying Zhan, Huan Liu, Qing Li, Antoni B. Chan:
A Comparative Survey: Benchmarking for Pool-based Active Learning. IJCAI 2021: 4679-4686 - 2020
- Ziang Liu, Dongrui Wu:
Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression. IJCNN 2020: 1-7 - Ziang Liu, Dongrui Wu:
Unsupervised Pool-Based Active Learning for Linear Regression. CoRR abs/2001.05028 (2020) - Ziang Liu, Hanbin Luo, Weili Fang, Jiajing Liu, Dongrui Wu:
Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM). CoRR abs/2003.07658 (2020) - Ziang Liu, Dongrui Wu:
Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression. CoRR abs/2003.11786 (2020) - José Hugo C. Gaspar Elsas, Nicholas A. G. Casaprima, Ivan F. M. Menezes:
Accelerating engineering design by automatic selection of simulation cases through Pool-Based Active Learning. CoRR abs/2009.01420 (2020) - Xueying Zhan, Antoni Bert Chan:
ALdataset: a benchmark for pool-based active learning. CoRR abs/2010.08161 (2020) - Jeongmin Chae, Song-Nam Hong:
Pool-based sequential active learning with multi kernels. CoRR abs/2010.11421 (2020) - David E. Graff, Eugene I. Shakhnovich, Connor W. Coley:
Accelerating high-throughput virtual screening through molecular pool-based active learning. CoRR abs/2012.07127 (2020) - 2019
- Zhimin He, Lvzhou Li, Shenggen Zheng, Xiangfu Zou, Haozhen Situ:
Quantum speedup for pool-based active learning. Quantum Inf. Process. 18(11): 345 (2019) - Dongrui Wu:
Pool-Based Sequential Active Learning for Regression. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1348-1359 (2019) - Dixian Zhu, Zhe Li, Xiaoyu Wang, Boqing Gong, Tianbao Yang:
A Robust Zero-Sum Game Framework for Pool-based Active Learning. AISTATS 2019: 517-526 - Ignasi Mas, Ramon Morros, Verónica Vilaplana:
Picking Groups Instead of Samples: A Close Look at Static Pool-Based Meta-Active Learning. ICCV Workshops 2019: 1354-1362 - Shantanu Rane, Alejandro E. Brito:
A Version Space Perspective on Differentially Private Pool-Based Active Learning. WIFS 2019: 1-6 - Ignasi Mas, Josep Ramon Morros, Verónica Vilaplana:
Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning. CoRR abs/1911.00314 (2019) - 2018
- Dongrui Wu:
Pool-Based Sequential Active Learning for Regression. CoRR abs/1805.04735 (2018) - 2017
- Yao-Yuan Yang, Shao-Chuan Lee, Yu-An Chung, Tung-En Wu, Si-An Chen, Hsuan-Tien Lin:
libact: Pool-based Active Learning in Python. CoRR abs/1710.00379 (2017) - (Withdrawn) Bayesian Pool-based Active Learning with Abstention Feedbacks. CoRR abs/1705.08481 (2017)
- 2016
- Nguyen Viet Cuong, Nan Ye, Wee Sun Lee:
Robustness of Bayesian Pool-Based Active Learning Against Prior Misspecification. AAAI 2016: 1512-1518 - Nguyen Viet Cuong, Nan Ye, Wee Sun Lee:
Robustness of Bayesian Pool-based Active Learning Against Prior Misspecification. CoRR abs/1603.09050 (2016) - 2015
- Motoi Iwata, Eiki Imazu, Koichi Kise:
Similarity learning based on pool-based active learning for manga character retrieval. ACPR 2015: 437-442
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