Shot Optimization in Quantum Machine Learning Architectures to Accelerate Training.
Koustubh PhalakSwaroop GhoshPublished in: CoRR (2023)
Keyphrases
- machine learning
- optimization algorithm
- machine learning methods
- supervised learning
- decision trees
- learning algorithm
- global optimization
- learning tasks
- machine learning algorithms
- visual features
- video content
- data mining
- optimization problems
- computer vision
- natural language processing
- training set
- active learning
- quantum computation
- covariate shift
- training phase
- learning problems
- pattern recognition
- test set
- training examples
- training samples
- knowledge acquisition
- text mining
- transfer learning
- information extraction
- optimization method
- model selection
- training data
- online learning
- explanation based learning
- stochastic gradient descent
- optimization approaches
- computational intelligence