Answering FAQs in CSPs, probabilistic graphical models, databases, logic and matrix operations (invited talk).
Atri RudraPublished in: STOC (2017)
Keyphrases
- probabilistic graphical models
- invited talk
- databases
- graphical models
- first order logic
- markov networks
- knowledge discovery and data mining
- exact inference
- belief propagation
- latent variables
- selected papers
- approximate inference
- logic programming
- linguistic summarization
- hidden variables
- probabilistic inference
- random variables
- maximum likelihood
- probabilistic model
- neural network
- hidden markov models
- prior knowledge