Lower Bounds for Las Vegas Automata by Information Theory.
Mika HirvensaloSebastian SeibertPublished in: RAIRO Theor. Informatics Appl. (2003)
Keyphrases
- information theory
- lower bound
- information theoretic
- upper bound
- statistical learning
- jensen shannon divergence
- conditional entropy
- objective function
- optimal solution
- worst case
- kullback leibler divergence
- statistical mechanics
- relative entropy
- mutual information
- pattern recognition
- shannon entropy
- vc dimension
- feature selection
- statistical physics
- rate distortion theory
- information geometry
- mdl principle
- sample complexity
- image analysis
- low complexity