Learning based Methods for Code Runtime Complexity Prediction.
Jagriti SikkaKushal SatyaYaman KumarShagun UppalRajiv Ratn ShahRoger ZimmermannPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- benchmark datasets
- empirical studies
- computational cost
- computational complexity
- preprocessing
- learning models
- neural nets
- learning problems
- neural networks and support vector machines
- linear predictors
- high computational complexity
- human experts
- background knowledge
- prediction accuracy
- supervised learning
- learning process
- reinforcement learning