Ryumei Nakada

According to our database1, Ryumei Nakada authored at least 10 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Synthetic Oversampling: Theory and A Practical Approach Using LLMs to Address Data Imbalance.
CoRR, 2024

Differentially Private Federated Learning: Servers Trustworthiness, Estimation, and Statistical Inference.
CoRR, 2024

Contrastive Learning on Multimodal Analysis of Electronic Health Records.
CoRR, 2024

2023
The Power of Contrast for Feature Learning: A Theoretical Analysis.
J. Mach. Learn. Res., 2023

Safeguarding Data in Multimodal AI: A Differentially Private Approach to CLIP Training.
CoRR, 2023

Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021
Shrinkage estimation with singular priors and an application to small area estimation.
J. Multivar. Anal., 2021

Asymptotic Risk of Overparameterized Likelihood Models: Double Descent Theory for Deep Neural Networks.
CoRR, 2021

2020
Adaptive Approximation and Generalization of Deep Neural Network with Intrinsic Dimensionality.
J. Mach. Learn. Res., 2020

2019
Adaptive Approximation and Estimation of Deep Neural Network to Intrinsic Dimensionality.
CoRR, 2019


  Loading...