Inference in Multilayer Networks via Large Deviation Bounds.
Michael J. KearnsLawrence K. SaulPublished in: NIPS (1998)
Keyphrases
- large deviations
- distribution free
- heavy tailed
- queue length
- importance sampling
- state dependent
- generalization bounds
- probabilistic inference
- queueing systems
- asymptotically optimal
- markov processes
- upper bound
- markov chain
- belief networks
- random fields
- dynamic bayesian networks
- bayesian networks
- long run
- mathematical programming
- lower bound