Can Large Deviation Theory be Used for Estimating Data Complexity?
Subhabrata SamajderPalash SarkarPublished in: IACR Cryptol. ePrint Arch. (2016)
Keyphrases
- large deviations
- data complexity
- expressive power
- query answering
- query evaluation
- conjunctive queries
- np complete
- importance sampling
- queueing systems
- state dependent
- queue length
- database
- machine learning
- database systems
- learning algorithm
- transitive closure
- asymptotically optimal
- schema mappings
- linear programming
- markov processes
- generalization bounds
- data exchange
- heavy tailed
- data integration