論文掲載・講演等

掲載論文・学会発表(2021年度)【英文誌】

Bias-Variance Reduced Local SGD for Less Heterogeneous Federated Learning

[著者]	Tomoya Murata, Taiji Suzuki
[掲載誌・学会名]	The 38th International Conference on Machine Learning (ICML2021)
[URL]	https://icml.cc/Conferences/2021/Schedule?showEvent=9508

The exact asymptotic form of Bayesian generalization error in latent Dirichlet allocation

[著者]	NTT DATA Mathematical Systems Inc. Naoki Hayashi
[掲載誌・学会名]	Neural Networks Volume 137, May 2021, Pages 127-137
[URL]	https://doi.org/10.1016/j.neunet.2021.01.024

Gradient Descent in RKHS with Importance Labeling

[著者]	Tomoya Murata, Taiji Suzuki
[掲載誌・学会名]	The 24th International Conference on Artificial Intelligence and Statistics
[URL]	http://proceedings.mlr.press/v130/murata21a.html

Within and between classroom transmission patterns of seasonal influenza among primary school students in Matsumoto city, Japan

[著者]	Akira Endo, Mitsuo Uchida, Naoki Hayashi, Yang Liu, Katherine E. Atkins, Adam J. Kucharski, and Sebastian Funk
[掲載誌・学会名]	Proceedings of the National Academy of Sciences of the United States of America (PNAS)
[URL]	https://www.pnas.org/content/118/46/e2112605118