Asymptotic consistency of the WSINDy algorithm in the limit of continuum data.
Daniel A. MessengerDavid M. BortzPublished in: CoRR (2022)
Keyphrases
- noisy data
- learning algorithm
- database
- input data
- dynamic programming
- objective function
- synthetic datasets
- data reduction
- data collection
- optimization algorithm
- cost function
- worst case
- knowledge discovery
- np hard
- training data
- computational complexity
- optimal solution
- single scan
- times faster
- spectral clustering
- segmentation algorithm
- recognition algorithm
- particle swarm optimization
- data sets
- probabilistic model
- high quality
- data analysis
- preprocessing
- search space
- prior knowledge
- computational cost
- matching algorithm
- data distribution
- significant improvement
- original data
- missing data
- k means
- convergence rate
- detection algorithm
- wireless sensor networks
- dimensional data
- global consistency
- image data