Conformal Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects.
Jef JonkersJarne VerhaegheGlenn Van WallendaelLuc DuchateauSofie Van HoeckePublished in: CoRR (2024)
Keyphrases
- monte carlo
- global illumination
- markov chain monte carlo
- markov chain
- importance sampling
- simulation study
- monte carlo simulation
- e learning
- adaptive sampling
- learning experience
- monte carlo methods
- particle filter
- learning process
- bayesian inference
- learning environment
- optimal strategy
- bayesian networks
- probabilistic inference
- monte carlo tree search
- temporal difference
- monte carlo method
- markovian decision
- point processes
- machine learning
- variance reduction
- collaborative learning
- stochastic approximation
- optimal solution
- confidence intervals
- learning styles