Algorithm Auditing: Managing the Legal, Ethical, and Technological Risks of Artificial Intelligence, Machine Learning, and Associated Algorithms.
Adriano Soares KoshiyamaEmre KazimPhilip C. TreleavenPublished in: Computer (2022)
Keyphrases
- learning algorithm
- machine learning
- artificial intelligence
- computational complexity
- theoretical analysis
- computationally efficient
- times faster
- computational cost
- related algorithms
- recently developed
- computational efficiency
- worst case
- machine learning systems
- detection algorithm
- significant improvement
- machine learning algorithms
- benchmark problems
- dynamic programming
- objective function
- single pass
- k means
- cost function
- preprocessing
- incremental algorithms
- synthetic and real world datasets
- similarity measure
- memory requirements
- convergence rate
- hybrid algorithm
- iterative algorithms
- algorithms require
- noisy data
- filtering algorithm
- space complexity
- empirical analyses
- expectation maximization
- np hard
- natural language processing
- risk management
- data structure
- image processing algorithms
- matching algorithm
- classification algorithm
- particle swarm optimization
- optimization problems
- clustering algorithm
- knowledge representation