Nonparametric Risk and Stability Analysis for Multi-Task Learning Problems.
Xuezhi WangJunier B. OlivaJeff G. SchneiderBarnabás PóczosPublished in: IJCAI (2016)
Keyphrases
- stability analysis
- learning problems
- multi task
- learning tasks
- multi task learning
- machine learning
- nonlinear systems
- supervised learning
- learning algorithm
- multitask learning
- machine learning algorithms
- semi supervised learning
- kernel methods
- gaussian processes
- reinforcement learning
- transfer learning
- learning models
- learning experience
- multi label
- model selection
- mutual information
- collaborative filtering
- adaptive control
- multiple kernel learning
- data analysis
- similarity measure