Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design.
Ahmed M. AlaaMihaela van der SchaarPublished in: ICML (2018)
Keyphrases
- learning algorithm
- expectation maximization
- high accuracy
- experimental evaluation
- computational complexity
- worst case
- dynamic programming
- np hard
- detection algorithm
- cost function
- times faster
- preprocessing
- selection algorithm
- single pass
- convex hull
- matching algorithm
- classification algorithm
- recognition algorithm
- hardware implementation
- optimization algorithm
- segmentation algorithm
- computationally efficient
- probabilistic model
- search space
- optimal solution
- case study
- computational cost
- significant improvement
- k means
- similarity measure