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Hiroki Waida
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 6
Top Topics
Theoretical Analysis
Learning Mechanism
Denoising
Categorical Data
Top Venues
CoRR
ECML/PKDD (4)
Neural Comput.
Neural Networks
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Publications
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Takumi Nakagawa
,
Yutaro Sanada
,
Hiroki Waida
,
Yuhui Zhang
,
Yuichiro Wada
,
Kosaku Takanashi
,
Tomonori Yamada
,
Takafumi Kanamori
Denoising cosine similarity: A theory-driven approach for efficient representation learning.
Neural Networks
169 (2024)
Yuhui Zhang
,
Yuichiro Wada
,
Hiroki Waida
,
Kaito Goto
,
Yusaku Hino
,
Takafumi Kanamori
Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE.
CoRR
(2023)
Takumi Nakagawa
,
Yutaro Sanada
,
Hiroki Waida
,
Yuhui Zhang
,
Yuichiro Wada
,
Kosaku Takanashi
,
Tomonori Yamada
,
Takafumi Kanamori
Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning.
CoRR
(2023)
Hiroki Waida
,
Yuichiro Wada
,
Léo Andéol
,
Takumi Nakagawa
,
Yuhui Zhang
,
Takafumi Kanamori
Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis.
CoRR
(2023)
Yuhui Zhang
,
Yuichiro Wada
,
Hiroki Waida
,
Kaito Goto
,
Yusaku Hino
,
Takafumi Kanamori
Deep Clustering With a Constraint for Topological Invariance Based on Symmetric InfoNCE.
Neural Comput.
35 (7) (2023)
Hiroki Waida
,
Yuichiro Wada
,
Léo Andéol
,
Takumi Nakagawa
,
Yuhui Zhang
,
Takafumi Kanamori
Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis.
ECML/PKDD (4)
(2023)