Efficient Submodular Optimization under Noise: Local Search is Robust.
Lingxiao HuangYuyi WangChunxue YangHuanjian ZhouPublished in: NeurIPS (2022)
Keyphrases
- global search
- simulated annealing
- combinatorial optimization
- image noise
- optimization problems
- computationally efficient
- satisfiability testing
- optimization algorithm
- noisy environments
- global optimization
- evolutionary search
- missing data
- optimization procedure
- greater robustness
- image processing
- highly efficient
- noise reduction
- noisy data
- computationally expensive
- markov random field
- search algorithm
- objective function