Global Convergence of SGD On Two Layer Neural Nets.
Pulkit GopalaniAnirbit MukherjeePublished in: CoRR (2022)
Keyphrases
- neural nets
- global convergence
- multi layer
- single layer
- global optimum
- convergence speed
- convergence analysis
- optimization methods
- convergence rate
- feed forward
- convex minimization
- neural network
- back propagation
- learning tasks
- artificial neural networks
- particle swarm
- differential evolution
- simulated annealing
- pso algorithm
- particle swarm optimization algorithm
- hybrid algorithm
- optimization problems
- evolutionary algorithm
- learning process
- training set