Using Pareto Simulated Annealing to Address Algorithmic Bias in Machine Learning.
William BlanzeiskyPádraig CunninghamPublished in: CoRR (2021)
Keyphrases
- machine learning
- simulated annealing
- genetic algorithm
- multi objective
- tabu search
- metaheuristic
- database
- evolutionary algorithm
- solution quality
- knowledge acquisition
- machine learning approaches
- learning systems
- machine learning algorithms
- semi supervised learning
- optimization methods
- natural language processing
- simulated annealing algorithm
- stochastic search
- computer vision
- learning algorithm
- real world
- learning tasks
- inductive learning
- multi objective optimization
- unsupervised learning
- explanation based learning
- reversible jump mcmc
- combinatorial optimization
- machine learning methods
- model selection
- information extraction
- support vector machine
- knowledge discovery
- objective function
- feature selection
- databases