The Compute Divide in Machine Learning: A Threat to Academic Contribution and Scrutiny?
Tamay BesirogluSage Andrus BergersonAmelia MichaelLennart HeimXueyun LuoNeil ThompsonPublished in: CoRR (2024)
Keyphrases
- machine learning
- machine learning algorithms
- artificial intelligence
- computer science
- pattern recognition
- learning tasks
- decision trees
- information extraction
- data mining
- machine learning and data mining
- knowledge acquisition
- text mining
- active learning
- feature selection
- learning algorithm
- explanation based learning
- efficient computation
- computational biology
- inductive logic programming
- genetic algorithm
- reinforcement learning
- machine learning methods
- database
- model selection
- computational intelligence
- image sequences
- supervised learning
- supervised machine learning
- application of machine learning methods
- statistical methods
- countermeasures
- machine learning approaches
- transfer learning
- natural language processing
- bayesian networks