Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets.
Pulkit GopalaniSamyak JhaAnirbit MukherjeePublished in: CoRR (2023)
Keyphrases
- neural nets
- global convergence
- multi layer
- single layer
- global optimum
- convergence rate
- convergence speed
- optimization methods
- convergence analysis
- feed forward
- neural network
- convex minimization
- back propagation
- artificial neural networks
- learning tasks
- hybrid algorithm
- simulated annealing
- step size
- optimization method
- learning rate
- particle swarm
- knn
- search space
- learning algorithm
- machine learning