Theoretical Linear Convergence of Unfolded ISTA and Its Practical Weights and Thresholds.
Xiaohan ChenJialin LiuZhangyang WangWotao YinPublished in: NeurIPS (2018)
Keyphrases
- weight update
- theoretical underpinnings
- closed form
- practical application
- initial conditions
- theoretical considerations
- neural network
- real world
- theoretical analysis
- real time
- weighted average
- convergence speed
- convergence analysis
- simple linear
- weight vector
- relative importance
- transfer function
- linear model
- convergence rate
- particle swarm optimization
- image segmentation
- information retrieval
- data sets