Kento Nozawa is a 3rd year Ph.D. student who does research on machine learning. His current research interests are self-supervised learning and PAC-Bayes theory.

He is also a part-time research assistant at RIKEN AIP.

During summer 2019, he visited at UCL AI Centre and Modal team Inria Lille Nord Europe to work on PAC-Bayes and contrastive representation learning.


25 Sep 2020 I will give a talk about PAC-Bayes and contrastive unsupervised learning at StatsML Symposium’20, which is a domestic symposium for young researchers in statistics and machine learning.
15 May 2020 Our PAC-Bayesian Contrastive Unsupervised Representation Learning has been accepted at UAI2020.
22 Feb 2020 I have updated this site largely!
10 Oct 2019 New pre-print paper: PAC-Bayesian Contrastive Unsupervised Representation Learning
12 Feb 2019 New pre-print paper: PAC-Bayes Analysis of Sentence Representation