Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation.
Yoichi ChikaharaKansei UshiyamaPublished in: CoRR (2024)
Keyphrases
- high dimensional
- multi objective
- genetic algorithm
- multi dimensional
- data points
- estimation accuracy
- objective function
- nearest neighbor
- multiobjective optimization
- heterogeneous networks
- sparse data
- accurate estimation
- variable selection
- estimation problems
- differential evolution
- medical treatment
- high dimensional data
- low dimensional
- feature space
- high dimensional spaces
- multicriteria optimization
- robust estimation
- estimation algorithm
- input space
- sparse coding
- microarray data
- loss function
- dimensionality reduction