Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D.
Chaitanya K. BaruMichael PozmantierIlkay AltintasStephen BaekJonathan CohenLaura E. CondonGiulia FantiRaul Castro FernandezEthan JacksonUpmanu LallBennett A. LandmanHai LiClaudia MarinBeatriz Martínez-LópezDimitris N. MetaxasBradley D. OlsenGrier P. PageYelda TurkanJingbo ZhangPeng ZhangPublished in: AI Mag. (2022)
Keyphrases
- experimental data
- data sets
- prior knowledge
- computational model
- database
- test data
- artificial intelligence
- statistical model
- mathematical model
- measured data
- prior information
- statistical methods
- statistical analysis
- data processing
- objective function
- data analysis
- data sources
- image data
- expert knowledge
- raw data
- probabilistic model
- intelligent systems
- data collection
- probability distribution
- input data
- data points
- high level
- predictive model
- empirical data
- information management
- data quality
- similarity measure
- management system
- high quality
- network structure
- data mining techniques
- data structure
- expert systems
- missing data
- synthetic data