A new regret analysis for Adam-type algorithms.
Ahmet AlacaogluYura MalitskyPanayotis MertikopoulosVolkan CevherPublished in: ICML (2020)
Keyphrases
- worst case
- theoretical analysis
- neural network
- online learning
- orders of magnitude
- computationally efficient
- statistical analysis
- computational cost
- image analysis
- data analysis
- search algorithm
- times faster
- complexity analysis
- game theory
- recently developed
- data mining algorithms
- online algorithms
- benchmark datasets
- lower bound
- data structure
- image processing
- e learning
- learning algorithm