Learning Based Methods for Code Runtime Complexity Prediction.
Jagriti SikkaKushal SatyaYaman KumarShagun UppalRajiv Ratn ShahRoger ZimmermannPublished in: ECIR (1) (2020)
Keyphrases
- empirical studies
- active learning
- discriminative learning
- learning problems
- linear predictors
- learning algorithm
- reinforcement learning
- prediction accuracy
- neural network
- statistical methods
- human experts
- prediction model
- learning process
- learning systems
- complexity analysis
- benchmark datasets
- online learning
- machine learning algorithms
- image quality
- open source
- supervised learning
- computational cost
- significant improvement
- prior knowledge
- genetic algorithm
- machine learning