Learning Algorithms for Coarsening Uncertainty Space and Applications to Multiscale Simulations.
Zecheng ZhangEric T. ChungYalchin EfendievWing Tat LeungPublished in: CoRR (2020)
Keyphrases
- multiscale
- learning algorithm
- training data
- wavelet transform
- machine learning algorithms
- learning problems
- active learning
- affine invariant
- higher dimensional
- numerical simulations
- coarse to fine
- space time
- scale space
- probability measure
- machine learning
- face recognition
- parameter space
- inherent uncertainty
- learning tasks
- filter bank
- back propagation
- training examples
- support vector
- video sequences