GeneDisco: A Benchmark for Experimental Design in Drug Discovery.
Arash MehrjouAshkan SoleymaniAndrew JessonPascal NotinYarin GalStefan BauerPatrick SchwabPublished in: ICLR (2022)
Keyphrases
- experimental design
- drug discovery
- active learning
- pharmaceutical industry
- empirical studies
- virtual screening
- sample size
- systems biology
- scientific data
- feature selection
- early stage
- biological systems
- data sets
- game play
- discovery process
- data mining tools
- class imbalance
- complex systems
- bayesian networks
- multimedia
- real world