Non-convex online learning via algorithmic equivalence.
Udaya GhaiZhou LuElad HazanPublished in: CoRR (2022)
Keyphrases
- online learning
- online course
- computer mediated
- e learning
- distance education
- higher education
- convex optimization
- convexity properties
- piecewise linear
- active learning
- distance learning
- blended learning
- online convex optimization
- convex hull
- machine learning
- total variation
- worst case
- objective function
- datalog programs
- risk minimization
- online learning environments
- corporate training
- data mining