Curvature is Key: Sub-Sampled Loss Surfaces and the Implications for Large Batch Training.
Diego GranziolPublished in: CoRR (2020)
Keyphrases
- batch mode
- surface reconstruction
- multiscale
- training set
- arbitrary topology
- data sets
- free form
- training examples
- test set
- training phase
- training process
- implicit surfaces
- surface curvature
- three dimensional
- parametric curves
- shape index
- high curvature
- space curves
- curvature flow
- planar curves
- training algorithm
- shape analysis
- range data
- range images
- supervised learning
- support vector
- neural network