Phase Transitions in Rate Distortion Theory and Deep Learning.
Philipp GrohsAndreas KlotzFelix VoigtländerPublished in: Found. Comput. Math. (2023)
Keyphrases
- deep learning
- phase transition
- rate distortion theory
- information theory
- rate distortion
- constraint satisfaction
- random constraint satisfaction problems
- unsupervised learning
- spatially adaptive
- np complete
- machine learning
- cellular automata
- information theoretic
- mental models
- weakly supervised
- bit rate
- video coding
- maximum entropy
- motion estimation