Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning.
Zhenhuan YangYunwen LeiPuyu WangTianbao YangYiming YingPublished in: NeurIPS (2021)
Keyphrases
- learning algorithm
- pairwise
- online learning
- exponentiated gradient
- learning process
- black box
- machine learning algorithms
- online algorithms
- real time
- noise tolerant
- cost function
- learning problems
- learning tasks
- computational cost
- reinforcement learning
- supervised learning
- stochastic gradient descent
- computational complexity
- loss function
- objective function
- training data
- unsupervised learning
- automatically learned
- learned models
- hybrid learning
- inductive inference
- learning models
- learning systems
- computationally efficient
- active learning
- prior knowledge
- learning environment
- machine learning