Search Results for author: Takuo Hamaguchi

Found 2 papers, 2 papers with code

Minimum sharpness: Scale-invariant parameter-robustness of neural networks

1 code implementation23 Jun 2021 Hikaru Ibayashi, Takuo Hamaguchi, Masaaki Imaizumi

Toward achieving robust and defensive neural networks, the robustness against the weight parameters perturbations, i. e., sharpness, attracts attention in recent years (Sun et al., 2020).

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Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach

1 code implementation18 Jun 2017 Takuo Hamaguchi, Hidekazu Oiwa, Masashi Shimbo, Yuji Matsumoto

Knowledge base completion (KBC) aims to predict missing information in a knowledge base. In this paper, we address the out-of-knowledge-base (OOKB) entity problem in KBC:how to answer queries concerning test entities not observed at training time.

Knowledge Base Completion Transfer Learning

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