Research for practice: troubling trends in machine-learning scholarship.
Zachary C. LiptonJacob SteinhardtPublished in: Commun. ACM (2019)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- computational biology
- inductive learning
- kernel methods
- data mining
- supervised machine learning
- learning systems
- pattern recognition
- genetic algorithm
- machine learning and data mining
- knowledge discovery
- support vector machine
- supervised learning
- knowledge acquisition
- machine learning approaches
- computer vision
- image sequences
- databases
- statistical learning
- learning algorithm
- artificial intelligence
- multiscale
- knowledge representation
- data analysis