Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey


Apr 18, 2022
Kento Nozawa, Issei Sato

* The extended version of "Kento Nozawa and Issei Sato. Evaluation Methods for Representation Learning: A Survey. In IJCAI-ECAI Survey Track, 2022." 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Sharp Learning Bounds for Contrastive Unsupervised Representation Learning


Oct 06, 2021
Han Bao, Yoshihiro Nagano, Kento Nozawa


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning


Feb 13, 2021
Kento Nozawa, Issei Sato

* 21 pages, 4 figures, and 4 tables 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

PAC-Bayesian Contrastive Unsupervised Representation Learning


Oct 10, 2019
Kento Nozawa, Pascal Germain, Benjamin Guedj


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

PAC-Bayes Analysis of Sentence Representation


Feb 13, 2019
Kento Nozawa, Issei Sato

* fix styles 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Node Centralities and Classification Performance for Characterizing Node Embedding Algorithms


Feb 18, 2018
Kento Nozawa, Masanari Kimura, Atsunori Kanemura

* Under review at ICLR 2018 workshop track 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email