Scoring functions for protein-protein interactions

- Scoring can have implications for medicine, evolution and systems biology.
- Mutual information in functions designed for different task is yet to be exploited.
- Pareto-optimal models can be used to construct general purpose energy functions.
- Multi-task learning provides a framework for integrative scoring function development.