Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning via Clairvoyant Multiplicative Weights Update.
Georgios PiliourasRyann SimStratis SkoulakisPublished in: NeurIPS (2022)
Keyphrases
- online learning
- update rule
- weight update
- weighted average
- online training
- distance education
- ant colony optimization algorithm
- e learning
- linear combination
- fixpoint
- online course
- convergence rate
- higher education
- active learning
- distance learning
- learning rate
- case study
- relative importance
- standard deviation
- data sets
- weighting scheme
- learning algorithm
- online learning environments
- convergence speed
- online algorithms
- weighted sum
- computer mediated
- logic programs
- neural network