From Predictions to Decisions: Using Lookahead Regularization.
Nir RosenfeldSophie HilgardSai Srivatsa RavindranathDavid C. ParkesPublished in: CoRR (2020)
Keyphrases
- decision making
- decision makers
- projection operator
- regularization methods
- inverse problems
- design decisions
- decision process
- multi class
- learning algorithm
- lower bound
- training set
- optimal solution
- multiscale
- prior information
- case study
- regularization parameter
- data dependent
- genetic algorithm
- regularization framework
- machine learning
- trace norm
- neural network