Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks.
Sanjeev AroraSimon S. DuZhiyuan LiRuslan SalakhutdinovRuosong WangDingli YuPublished in: ICLR (2020)
Keyphrases
- high quality
- data sets
- image data
- small number
- data analysis
- data collection
- data processing
- training data
- historical data
- data mining applications
- database
- data sources
- data points
- sensor data
- input data
- data mining algorithms
- application domains
- multimedia data
- original data
- data mining tasks
- computational power
- small fraction
- missing data
- high dimensional data
- neural network
- prior knowledge
- data streams
- wide range
- databases
- database systems
- decision trees
- information systems
- machine learning