Professor Forcing: A New Algorithm for Training Recurrent Networks.
Alex LambAnirudh GoyalYing ZhangSaizheng ZhangAaron C. CourvilleYoshua BengioPublished in: CoRR (2016)
Keyphrases
- recurrent networks
- similarity measure
- computational cost
- search space
- detection algorithm
- np hard
- learning algorithm
- improved algorithm
- times faster
- worst case
- experimental evaluation
- optimization algorithm
- preprocessing
- training phase
- k means
- tree structure
- cost function
- theoretical analysis
- computationally efficient
- expectation maximization
- particle swarm optimization
- high accuracy
- dynamic programming
- segmentation algorithm
- clustering method
- simulated annealing
- significant improvement
- convergence rate
- training process
- training algorithm
- computational complexity