The staircase property: How hierarchical structure can guide deep learning.
Emmanuel AbbeEnric Boix-AdseràMatthew S. BrennanGuy BreslerDheeraj NagarajPublished in: CoRR (2021)
Keyphrases
- hierarchical structure
- deep learning
- unsupervised learning
- hierarchical structures
- hierarchically structured
- unsupervised feature learning
- machine learning
- weakly supervised
- hierarchical organization
- tree structure
- multi dimensional
- mental models
- denoising
- co occurrence
- maximum likelihood
- management system
- pairwise
- decision trees
- information retrieval
- data sets