OMLT: Optimization & Machine Learning Toolkit.
Francesco CecconJordan JalvingJoshua HaddadAlexander ThebeltCalvin TsayCarl D. LairdRuth MisenerPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- machine learning
- optimization algorithm
- learning algorithm
- optimization approaches
- learning systems
- computer vision
- optimization process
- optimization strategies
- discrete optimization
- optimization method
- machine learning algorithms
- information retrieval
- inductive learning
- optimization problems
- machine learning approaches
- optimization model
- active learning
- pattern recognition
- decision trees
- real world
- optimization methods
- learning problems
- combinatorial optimization
- unsupervised learning
- machine learning methods
- artificial intelligence
- model selection
- knowledge acquisition
- linear programming
- natural language processing
- information extraction
- knowledge representation
- natural language
- reinforcement learning
- social networks