DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization.
Kentaro KanamoriTakuya TakagiKen KobayashiHiroki ArimuraPublished in: IJCAI (2020)
Keyphrases
- mixed integer linear
- mathematical programming
- causal reasoning
- global optimization
- optimization algorithm
- optimization problems
- combinatorial optimization
- real time
- optimization process
- probability distribution
- dynamic programming
- artificial intelligence
- discrete optimization
- domain theory
- uniformly distributed
- optimization strategies
- random variables
- optimization method
- data distribution
- markov chain
- multi objective
- database systems
- social networks
- learning algorithm
- databases
- data sets