Challenges in representation learning: A report on three machine learning contests.
Ian J. GoodfellowDumitru ErhanPierre Luc CarrierAaron C. CourvilleMehdi MirzaBenjamin HamnerWilliam CukierskiYichuan TangDavid ThalerDong-Hyun LeeYingbo ZhouChetan RamaiahFangxiang FengRuifan LiXiaojie WangDimitris AthanasakisJohn Shawe-TaylorMaxim MilakovJohn ParkRadu Tudor IonescuMarius PopescuCristian GrozeaJames BergstraJingjing XieLukasz RomaszkoBing XuZhang ChuangYoshua BengioPublished in: Neural Networks (2015)
Keyphrases
- machine learning
- learning systems
- learning algorithm
- learning process
- statistical learning
- learning tasks
- multiple representations
- human learning
- lessons learned
- learning problems
- knowledge acquisition
- supervised learning
- active learning
- computational intelligence
- prior knowledge
- reinforcement learning
- case study
- inductive learning
- design principles
- decision trees
- data sets
- online learning
- knowledge discovery
- feature construction
- artificial intelligence