TIPS: Topologically Important Path Sampling for Anytime Neural Networks.
Guihong LiKartikeya BhardwajYuedong YangRadu MarculescuPublished in: CoRR (2023)
Keyphrases
- neural network
- pattern recognition
- sampling strategies
- random sampling
- shortest path
- fuzzy logic
- artificial neural networks
- active learning
- sampling algorithm
- network architecture
- genetic algorithm
- recurrent neural networks
- neural network model
- d objects
- back propagation
- sample size
- model selection
- multi layer
- training process
- markov chain monte carlo
- rule extraction
- self organizing maps
- monte carlo
- decision trees
- reinforcement learning
- expert systems
- sampled data
- data sets