TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks.
Martin TrimmelHenning PetzkaCristian SminchisescuPublished in: ICLR (2021)
Keyphrases
- neural network
- linear complexity
- experimental evaluation
- detection algorithm
- worst case
- particle swarm optimization
- times faster
- optimal solution
- preprocessing
- matching algorithm
- clustering method
- improved algorithm
- optimization algorithm
- high accuracy
- quality measures
- theoretical analysis
- expectation maximization
- piecewise linear
- nonlinear functions
- auto associative
- np hard
- learning algorithm
- objective function
- search space
- cost function
- k means
- back propagation
- significant improvement
- computational complexity
- convex hull
- convergence rate
- pattern recognition
- linear model
- reinforcement learning
- similarity measure
- clustering algorithm
- dynamic programming