most citedTowards a Flexible Embedding Learning Framework

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cs.LG2023★ 4 cited

EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding

Yan Zheng, Junpeng Wang, Chin-Chia Michael Yeh +4

Embedding learning transforms discrete data entities into continuous numerical representations, encoding features/properties of the entities. Despite the outstanding performance re…

cs.LG2020★ 6 cited

Towards a Flexible Embedding Learning Framework

Chin-Chia Michael Yeh, Dhruv Gelda, Zhongfang Zhuang +3

Representation learning is a fundamental building block for analyzing entities in a database. While the existing embedding learning methods are effective in various data mining pro…