Noise amplifiation of momentum-based optimization algorithms.
Hesameddin MohammadiMeisam RazaviyaynMihailo R. JovanovicPublished in: ACC (2023)
Keyphrases
- optimization problems
- discrete optimization
- noisy data
- optimization approaches
- optimization methods
- data sets
- computational complexity
- learning algorithm
- efficient optimization
- theoretical analysis
- optimization algorithm
- orders of magnitude
- combinatorial optimization
- approximately optimal
- random noise
- signal to noise ratio
- recently developed
- computationally expensive
- computationally efficient
- worst case
- computational cost
- computer vision