Kento Nozawa

According to our database, Kento Nozawa authored at least 11 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey.

Kento Nozawa, Issei Sato

CoRR, 2022

Evaluation Methods for Representation Learning: A Survey.

Kento Nozawa, Issei Sato

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

On the Surrogate Gap between Contrastive and Supervised Losses.

Han Bao, Yoshihiro Nagano, Kento Nozawa

Proceedings of the International Conference on Machine Learning, 2022

2021

Sharp Learning Bounds for Contrastive Unsupervised Representation Learning.

Han Bao, Yoshihiro Nagano, Kento Nozawa

CoRR, 2021

Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning.

Kento Nozawa, Issei Sato

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

PAC-Bayesian Contrastive Unsupervised Representation Learning.

Kento Nozawa, Pascal Germain, Benjamin Guedj

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2019

PAC-Bayes Analysis of Sentence Representation.

Kento Nozawa, Issei Sato

CoRR, 2019

2018

Node Centralities and Classification Performance for Characterizing Node Embedding Algorithms.

Kento Nozawa, Masanari Kimura, Atsunori Kanemura

CoRR, 2018

Analyzing Centralities of Embedded Nodes.

Kento Nozawa, Masanari Kimura, Atsunori Kanemura

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Imputing Missing Values in EEG with Multivariate Autoregressive Models.

Atsunori Kanemura, Yuhsen Cheng, Takumi Kaneko, Kento Nozawa, Shuichi Fukunaga

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Scalable Algorithm for Probabilistic Overlapping Community Detection.

Kento Nozawa, Kei Wakabayashi

Proceedings of the 1st Workshop on Scholarly Web Mining, 2017