Treatment Effect Estimation to Guide Model Optimization in Continual Learning.
Jonas SengFlorian Peter BuschMatej ZecevicMoritz WilligPublished in: AAAI Bridge Program (2023)
Keyphrases
- learning mechanism
- learning algorithm
- prior knowledge
- learning scheme
- high level
- optimization process
- estimation algorithm
- theoretical framework
- computational model
- learning systems
- optimization procedure
- management system
- probabilistic model
- optimization model
- decision theoretic
- hidden variables
- automatically learned
- neural nets
- learning problems
- optimization method
- experimental data
- parameter estimation
- optimization problems
- cost function
- active learning
- reinforcement learning