Elastic Machine Learning Algorithms in Amazon SageMaker.
Edo LibertyZohar S. KarninBing XiangLaurence RouesnelBaris CoskunRamesh NallapatiJulio DelgadoAmir SadoughiYury AstashonokPiali DasCan BaliogluSaswata ChakravartyMadhav JhaPhilip GautierDavid ArpinTim JanuschowskiValentin FlunkertYuyang WangJan GasthausLorenzo StellaSyama Sundar RangapuramDavid SalinasSebastian SchelterAlex SmolaPublished in: SIGMOD Conference (2020)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning methods
- decision trees
- machine learning
- learning problems
- predictive accuracy
- meta learning
- random forests
- machine learning approaches
- input features
- machine learning systems
- learning tasks
- machine learning models
- statistical machine learning
- transfer learning
- supervised learning algorithms
- general purpose
- data mining
- learning models
- standard machine learning algorithms