Sensing Cox Processes via Posterior Sampling and Positive Bases.
Mojmir MutnyAndreas KrausePublished in: AISTATS (2022)
Keyphrases
- markov chain monte carlo
- sampling strategy
- machine learning
- computational models
- positive and negative
- positively correlated
- regression analysis
- bayesian framework
- monte carlo
- regression model
- multi class
- bayesian networks
- process model
- parameter space
- posterior probability
- sensor networks
- gaussian process
- probability distribution
- probabilistic model