A faster and simpler algorithm for learning shallow networks.
Sitan ChenShyam NarayananPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- detection algorithm
- high accuracy
- learning speed
- incremental learning
- times faster
- theoretical analysis
- learning process
- matching algorithm
- optimization algorithm
- objective function
- particle swarm optimization
- computational complexity
- worst case
- dynamic programming
- preprocessing
- experimental evaluation
- simulated annealing
- learning systems
- expectation maximization
- fully connected
- bayesian networks
- machine learning
- learning tasks
- feature selection
- learning phase
- segmentation algorithm
- optimal solution
- online learning
- supervised learning
- computational cost
- np hard
- cost function
- significant improvement
- prior knowledge
- k means