Optimal Parameter-free Online Learning with Switching Cost.
Zhiyu ZhangAshok CutkoskyIoannis Ch. PaschalidisPublished in: CoRR (2022)
Keyphrases
- parameter free
- online learning
- categorical data
- expected cost
- outlier detection
- optimal solution
- online course
- fully automatic
- computer mediated
- optimal cost
- database
- minimum cost
- pattern recognition
- objective function
- decision trees
- higher education
- active learning
- lower bound
- average cost
- optimal planning
- budget constraints
- machine learning