Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis

Waida et al. "Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023. doi:10.1007/978-3-031-43421-1_42

[Waida et al. "Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023.](https://mlanthology.org/ecmlpkdd/2023/waida2023ecmlpkdd-understanding/) doi:10.1007/978-3-031-43421-1_42

@inproceedings{waida2023ecmlpkdd-understanding,
  title     = {{Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis}},
  author    = {Waida, Hiroki and Wada, Yuichiro and Andéol, Léo and Nakagawa, Takumi and Zhang, Yuhui and Kanamori, Takafumi},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2023},
  pages     = {709-727},
  doi       = {10.1007/978-3-031-43421-1_42},
  url       = {https://mlanthology.org/ecmlpkdd/2023/waida2023ecmlpkdd-understanding/}
}