Kento Nozawa

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 13

Top Topics

Missing Data Imputation

Context Free Parsing

Negative Samples

Top Venues

Publications

Kento Nozawa, Issei Sato
Evaluation Methods for Representation Learning: A Survey. IJCAI (2022)
Kento Nozawa, Issei Sato
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey. CoRR (2022)
Han Bao, Yoshihiro Nagano, Kento Nozawa
On the Surrogate Gap between Contrastive and Supervised Losses. ICML (2022)
Han Bao, Yoshihiro Nagano, Kento Nozawa
Sharp Learning Bounds for Contrastive Unsupervised Representation Learning. CoRR (2021)
Kento Nozawa, Issei Sato
Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning. NeurIPS (2021)
Kento Nozawa, Issei Sato
Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning. CoRR (2021)
Kento Nozawa, Pascal Germain, Benjamin Guedj
PAC-Bayesian Contrastive Unsupervised Representation Learning. UAI (2020)
Kento Nozawa, Pascal Germain, Benjamin Guedj
PAC-Bayesian Contrastive Unsupervised Representation Learning. CoRR (2019)
Kento Nozawa, Issei Sato
PAC-Bayes Analysis of Sentence Representation. CoRR (2019)
Kento Nozawa, Masanari Kimura, Atsunori Kanemura
Node Centralities and Classification Performance for Characterizing Node Embedding Algorithms. CoRR (2018)
Kento Nozawa, Masanari Kimura, Atsunori Kanemura
Analyzing Centralities of Embedded Nodes. ICDM Workshops (2018)
Atsunori Kanemura, Yuhsen Cheng, Takumi Kaneko, Kento Nozawa, Shuichi Fukunaga
Imputing Missing Values in EEG with Multivariate Autoregressive Models. EMBC (2018)
Kento Nozawa, Kei Wakabayashi
Scalable Algorithm for Probabilistic Overlapping Community Detection. SWM@WSDM (2017)