Analysis and Synthesis of Adaptive Gradient Algorithms in Machine Learning: The Case of AdaBound and MAdamSSM.
Kushal ChakrabartiNikhil ChopraPublished in: CDC (2022)
Keyphrases
- machine learning
- learning algorithm
- machine learning algorithms
- data analysis
- decision trees
- neural network
- adaptive algorithms
- times faster
- machine learning methods
- statistical analysis
- recently developed
- edge detection
- optimization problems
- orders of magnitude
- learning systems
- computationally efficient
- data sets
- structural analysis
- genetic algorithm
- artificial intelligence
- feature selection
- pattern recognition
- data structure
- natural language processing
- significant improvement
- active learning
- evolutionary algorithm