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Ryumei Nakada
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 8
Top Topics
Intrinsic Dimensionality
Top Venues
CoRR
AISTATS
J. Mach. Learn. Res.
J. Multivar. Anal.
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Publications
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Ryumei Nakada
,
Halil Ibrahim Gulluk
,
Zhun Deng
,
Wenlong Ji
,
James Zou
,
Linjun Zhang
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data.
AISTATS
(2023)
Alyssa Huang
,
Peihan Liu
,
Ryumei Nakada
,
Linjun Zhang
,
Wanrong Zhang
Safeguarding Data in Multimodal AI: A Differentially Private Approach to CLIP Training.
CoRR
(2023)
Ryumei Nakada
,
Halil Ibrahim Gulluk
,
Zhun Deng
,
Wenlong Ji
,
James Zou
,
Linjun Zhang
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data.
CoRR
(2023)
Wenlong Ji
,
Zhun Deng
,
Ryumei Nakada
,
James Zou
,
Linjun Zhang
The Power of Contrast for Feature Learning: A Theoretical Analysis.
CoRR
(2021)
Ryumei Nakada
,
Masaaki Imaizumi
Asymptotic Risk of Overparameterized Likelihood Models: Double Descent Theory for Deep Neural Networks.
CoRR
(2021)
Ryumei Nakada
,
Tatsuya Kubokawa
,
Malay Ghosh
,
Sayar Karmakar
Shrinkage estimation with singular priors and an application to small area estimation.
J. Multivar. Anal.
183 (2021)
Ryumei Nakada
,
Masaaki Imaizumi
Adaptive Approximation and Generalization of Deep Neural Network with Intrinsic Dimensionality.
J. Mach. Learn. Res.
21 (2020)
Ryumei Nakada
,
Masaaki Imaizumi
Adaptive Approximation and Estimation of Deep Neural Network to Intrinsic Dimensionality.
CoRR
(2019)