An Algorithm for Learning Switched Linear Dynamics from Data.
Guillaume O. BergerMonal NarasimhamurthyKandai WatanabeMorteza LahijanianSriram SankaranarayananPublished in: NeurIPS (2022)
Keyphrases
- learning algorithm
- input data
- data sets
- np hard
- linear complexity
- noisy data
- background knowledge
- synthetic data
- detection algorithm
- computational complexity
- prior knowledge
- data collection
- database
- cost function
- data analysis
- data structure
- evolutionary algorithm
- bayesian methods
- synthetic datasets
- data reduction
- information loss
- active learning
- learned models
- learning phase
- learning models
- incremental learning
- original data
- learning tasks
- training data
- segmentation algorithm
- data points
- mobile robot
- support vector
- similarity measure
- convergence rate
- labeled data
- neural network
- online learning
- learning process
- k means
- image segmentation