Debarghya Ghoshdastidar

Non-Parametric Representation Learning with Kernels

2023 · arXiv (Cornell University)

Unsupervised and self-supervised representation learning has become popular in recent years for learning useful features from unlabelled data. Representation learning has been mostly developed in the neural network literature, and other models for representation learning …