A new regret analysis for Adam-type algorithms.
Ahmet AlacaogluYura MalitskyPanayotis MertikopoulosVolkan CevherPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- data analysis
- computational complexity
- online learning
- theoretical analysis
- benchmark datasets
- optimization problems
- neural network
- confidence bounds
- online algorithms
- recently developed
- combinatorial optimization
- orders of magnitude
- statistical analysis
- data mining techniques
- worst case
- lower bound
- machine learning