For this year, we will begin offering challenge problems. These will be problems that are relevant to ecology, medicine or social welfare. For each of these problems, we will offer a data set or a way to create a data set, regression targets and baseline implementations.
This year, our three problems are
- Analyzing professional graphs such as the publicly published IMBD movie dataset to detect effects of gender on career trajectory
- Training RL agents to optimize sensory placement to detect wildfires in urban wilderness interface
- Prototyping models to detect topological types of knotted graphs similar to topological types of organic molecules such as DNA and complicated proteins