Personalized Algorithm Generation: A Case Study in Learning ODE Integrators.
Yue GuoFelix DietrichTom BertalanDanimir T. DoncevicManuel DahmenIoannis G. KevrekidisQianxiao LiPublished in: SIAM J. Sci. Comput. (2022)
Keyphrases
- learning algorithm
- learning phase
- optimal solution
- learning speed
- high accuracy
- worst case
- experimental evaluation
- dynamic programming
- search space
- learning process
- prior knowledge
- detection algorithm
- theoretical analysis
- k means
- case study
- computational cost
- generation algorithm
- segmentation algorithm
- optimization algorithm
- learning tasks
- recognition algorithm
- inductive inference
- adaptive learning
- differential equations
- machine learning
- incremental learning
- simulated annealing
- preprocessing
- probabilistic model
- np hard
- significant improvement
- active learning