"Plus/minus the learning rate": Easy and Scalable Statistical Inference with SGD.
Jerry CheeHwanwoo KimPanos ToulisPublished in: AISTATS (2023)
Keyphrases
- learning rate
- statistical inference
- bayesian inference
- graphical models
- convergence rate
- model selection
- learning algorithm
- statistical learning
- rapid convergence
- convergence speed
- multilayer neural networks
- adaptive learning rate
- weight vector
- stochastic gradient descent
- machine learning
- statistical methods
- evolutionary algorithm
- real world
- delta bar delta
- cross validation
- particle swarm optimization
- contingency tables
- feature selection
- genetic algorithm