Metalearning: a survey of trends and technologies 论文

详细信息

发表期刊/会议

Artificial Intelligence Review

发表日期

2013-07-19

发表年份

2013

摘要

Metalearning attracted considerable interest in the machine learning community in the last years. Yet, some disagreement remains on what does or what does not constitute a metalearning problem and in which contexts the term is used in. This survey aims at giving an all-encompassing overview of the research directions pursued under the umbrella of metalearning, reconciling different definitions given in scientific literature, listing the choices involved when designing a metalearning system and identifying some of the future research challenges in this domain.