Efficient Submodular Optimization under Noise: Local Search is Robust.
Lingxiao HuangYuyi WangChunxue YangHuanjian ZhouPublished in: CoRR (2022)
Keyphrases
- computationally efficient
- image noise
- combinatorial optimization
- simulated annealing
- genetic algorithm
- salt pepper
- high order
- greater robustness
- noisy data
- optimization methods
- noisy environments
- global search
- random noise
- neural network
- geometric distortions
- efficient solutions
- multimodal function optimization
- gaussian noise
- robust estimation
- constrained optimization
- noise level
- optimization method
- computationally expensive
- missing data
- optimal solution