A faster and simpler algorithm for learning shallow networks.
Sitan ChenShyam NarayananPublished in: COLT (2024)
Keyphrases
- learning algorithm
- learning phase
- theoretical analysis
- high accuracy
- optimal solution
- learning systems
- dynamic programming
- optimization algorithm
- learning scheme
- learning rules
- np hard
- experimental evaluation
- detection algorithm
- segmentation algorithm
- worst case
- times faster
- incremental learning
- online learning
- computational cost
- cost function
- k means
- computational complexity
- objective function
- fully connected
- expectation maximization
- recognition algorithm
- learning problems
- learning tasks
- matching algorithm
- learning process
- reinforcement learning
- social networks