Search Results for author: Jinxing Yu

Found 3 papers, 0 papers with code

SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space

no code implementations21 Apr 2022 Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li

Translation distance based knowledge graph embedding (KGE) methods, such as TransE and RotatE, model the relation in knowledge graphs as translation or rotation in the vector space.

Knowledge Graph Embedding Knowledge Graphs +3

Towards Better Generalization of Adaptive Gradient Methods

no code implementations NeurIPS 2020 Yingxue Zhou, Belhal Karimi, Jinxing Yu, Zhiqiang Xu, Ping Li

Adaptive gradient methods such as AdaGrad, RMSprop and Adam have been optimizers of choice for deep learning due to their fast training speed.

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