Nettetfor Transfer and Batch-mode Active Learning The proposed transfer and active sampling method, re-ferred to as Joint Optimization based Transfer and Ac-tive … Nettet1. nov. 2024 · DOI: 10.1109/ICDM.2024.67 Corpus ID: 103863; Deep Similarity-Based Batch Mode Active Learning with Exploration-Exploitation @article{Yin2024DeepSB, title={Deep Similarity-Based Batch Mode Active Learning with Exploration-Exploitation}, author={Changchang Yin and Buyue Qian and Shilei Cao and Xiaoyu Li and Jishang …

Learning with not Enough Data Part 2: Active Learning

Nettet27. mar. 2024 · Wang Z, Ye J P. Querying discriminative and representative samples for batch mode active learning. ACM Transactions on Knowledge Discovery from Data, … NettetCiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): Active learning and transfer learning are two different methodologies that address the … burgas property

Batch Active Learning Discriminative Active Learning

Nettet11. apr. 2024 · Kale D, Liu Y. Accelerating active learning with transfer learning. In: Proceedings of the 13th IEEE International Conference on Data Mining. 2013, … Nettet18. des. 2024 · Active learning aims to reduce manual labeling efforts by proactively selecting the most informative unlabeled instances to query. In real-world scenarios, it's often more practical to query a batch of instances rather than a single one at each iteration. To achieve this we need to keep not only the informativeness of the instances … Nettetnessed an increasing interest in developing transfer learn-ing [16] algorithmsforcross-domainknowledgeadaptation problems. Transfer learning has proven to be promising … burgas phone case