Optimal Stochastic and Online Learning with Individual Iterates.
Yunwen LeiPeng YangKe TangDing-Xuan ZhouPublished in: NeurIPS (2019)
Keyphrases
- online learning
- regret bounds
- online course
- neural network
- adult students
- state dependent
- stochastic optimization
- optimal design
- computer mediated
- distance education
- dynamic programming
- e learning
- worst case
- optimal control
- probability distribution
- lower bound
- stochastic model
- asymptotically optimal
- bayesian networks
- decision trees
- approximation methods
- data sets