To actively initialize active learning

Y Yang, M Loog - Pattern Recognition, 2022 - Elsevier
Though much effort has been spent on designing new active learning algorithms, little
attention has been paid to the initialization problem of active learning, ie, how to find a set of …

Budget constrained interactive search for multiple targets

X Zhu, X Huang, B Choi, J Jiang, Z Zou, J Xu - arXiv preprint arXiv …, 2020 - arxiv.org
Interactive graph search leverages human intelligence to categorize target labels in a
hierarchy, which are useful for image classification, product categorization, and database …

[PDF][PDF] Interactive Search and Summarization on Hierarchical Graphs

X Zhu - 2023 - scholars.hkbu.edu.hk
The hierarchical graph is a data structure to represent entities and general-certain
relationships between entities, which has been widely used in real applications, such as …