Detecting and Understanding Real-World Differential Performance Bugs in Machine Learning Libraries.
Saeid Tizpaz-NiariPavol CernýAshutosh TrivediPublished in: CoRR (2020)
Keyphrases
- machine learning
- real world
- data mining
- wide range
- machine learning algorithms
- case study
- machine learning and data mining
- pattern recognition
- natural language processing
- inductive learning
- bug localization
- learning systems
- machine learning methods
- digital libraries
- synthetic data
- model selection
- source code
- programming language
- supervised learning
- real time
- computer science
- multimedia
- computer vision
- data sets
- information extraction
- support vector machine
- reinforcement learning
- learning tasks
- inductive logic programming
- search engine
- software projects
- computational biology
- explanation based learning
- learning algorithm
- supervised machine learning