Benchmarking and Analyzing Unsupervised Network Representation Learning and the Illusion of Progress.
Saket GurukarPriyesh VijayanSrinivasan ParthasarathyBalaraman RavindranAakash SrinivasanGoonmeet BajajChen CaiMoniba KeymaneshSaravana KumarPranav ManerikerAnasua MitraVedang PatelPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- learning process
- unsupervised learning
- active learning
- prior knowledge
- learning algorithm
- neural network
- reinforcement learning
- learning tasks
- connectionist networks
- unsupervised manner
- radial basis function network
- computer networks
- feature hierarchies
- information bottleneck
- complex networks
- online learning
- supervised learning
- artificial neural networks
- multiscale