Batch greedy maximization of non-submodular functions: Guarantees and applications to experimental design.
Jayanth Jagalur-MohanYoussef M. MarzoukPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- experimental design
- submodular functions
- greedy algorithm
- objective function
- active learning
- empirical studies
- experimental designs
- worst case
- feature selection
- sample size
- dynamic programming
- energy function
- theoretical guarantees
- data mining
- combinatorial optimization
- class imbalance
- facility location problem
- image processing