Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning.
Zhenhuan YangYunwen LeiPuyu WangTianbao YangYiming YingPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- pairwise
- online learning
- noise tolerant
- learning process
- learning rules
- cost function
- computationally efficient
- computational cost
- supervised learning
- worst case
- unsupervised learning
- machine learning
- theoretical analysis
- machine learning algorithms
- black box
- significant improvement
- reinforcement learning
- online convex optimization
- learning systems
- loss function
- inductive inference
- stochastic gradient descent
- exponentiated gradient