Fair and Optimal Decision Trees: A Dynamic Programming Approach.
Jacobus G. M. van der LindenMathijs de WeerdtEmir DemirovicPublished in: NeurIPS (2022)
Keyphrases
- dynamic programming
- decision trees
- optimal control
- stereo matching
- locally optimal
- greedy algorithm
- markov decision processes
- random forest
- optimal policy
- state space
- linear programming
- machine learning algorithms
- decision rules
- neural network
- single machine
- coarse to fine
- optimal solution
- globally optimal
- rule induction
- optimal design
- classification trees
- machine learning