Momentum Accelerates the Convergence of Stochastic AUPRC Maximization.
Guanghui WangMing YangLijun ZhangTianbao YangPublished in: CoRR (2021)
Keyphrases
- stochastic approximation
- learning rate
- convergence rate
- monte carlo
- stochastic optimization
- convergence speed
- neural network
- image processing
- objective function
- social networks
- stochastic model
- real world
- faster convergence
- global convergence
- data sets
- rapid convergence
- artificial intelligence
- information retrieval
- data mining
- iterative algorithms
- stochastic programming
- stationary points
- budget constraints