L4: Practical loss-based stepsize adaptation for deep learning.
Michal RolinekGeorg MartiusPublished in: NeurIPS (2018)
Keyphrases
- deep learning
- step size
- machine learning
- unsupervised learning
- unsupervised feature learning
- cost function
- convergence rate
- approximate dynamic programming
- deep architectures
- object recognition
- neural network
- convergence speed
- genetic algorithm
- face recognition
- co occurrence
- image compression
- learning strategies
- global optimization
- feature selection