PDE-Based Optimal Strategy for Unconstrained Online Learning.
Zhiyu ZhangAshok CutkoskyIoannis Ch. PaschalidisPublished in: ICML (2022)
Keyphrases
- optimal strategy
- online learning
- decision problems
- monte carlo
- partial differential equations
- computer mediated
- expected cost
- higher education
- online course
- e learning
- distance education
- blended learning
- anisotropic diffusion
- expected utility
- distance learning
- level set method
- competitive ratio
- markov chain
- active learning
- online learning environments
- cooperative game
- data mining
- computational model
- np hard
- noise removal
- training data
- fourth order
- classroom learning