RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning.
Amin KamaliVerena KantereCalisto ZuzarteVincent CorvinelliPublished in: SIGMOD Conference Companion (2024)
Keyphrases
- machine learning
- robust optimization
- computer vision
- learning algorithm
- global optimization
- neural network
- optimization algorithm
- learning systems
- optimization method
- uncertain data
- software tools
- mathematical programming
- optimization process
- optimization approaches
- machine learning methods
- handling uncertainty
- data mining
- machine learning algorithms
- pattern recognition
- computationally efficient
- knowledge acquisition
- text mining
- natural language processing
- supervised learning
- knowledge engineering
- information extraction
- support vector machine
- knowledge discovery
- data analysis
- reinforcement learning