LightAdam: Towards a Fast and Accurate Adaptive Momentum Online Algorithm.
Yangfan ZhouKaizhu HuangCheng ChengXuguang WangXin LiuPublished in: Cogn. Comput. (2022)
Keyphrases
- dynamic programming
- times faster
- theoretical analysis
- computationally efficient
- high accuracy
- computational cost
- experimental evaluation
- preprocessing
- worst case
- learning algorithm
- matching algorithm
- optimization algorithm
- optimal solution
- online learning
- computational complexity
- np hard
- lower bound
- simulated annealing
- cost function
- selection algorithm
- objective function
- significant improvement
- detection algorithm
- improved algorithm
- evolutionary algorithm
- passive aggressive
- recognition algorithm
- real time
- convex hull
- maximum likelihood
- probabilistic model
- multi objective
- k means
- search space