Hardness and Algorithms for Robust and Sparse Optimization.
Eric PriceSandeep SilwalSamson ZhouPublished in: ICML (2022)
Keyphrases
- computationally efficient
- computational complexity
- learning algorithm
- theoretical analysis
- worst case
- parameter tuning
- optimization problems
- np complete
- discrete optimization
- highly efficient
- global optimization
- times faster
- information theoretic
- benchmark datasets
- orders of magnitude
- optimization method
- optimization algorithm
- combinatorial optimization
- multi objective
- learning theory
- optimization methods
- high dimensional
- bayesian networks
- optimization procedure
- evolution strategy
- sparse data
- neural network