1. Alaa, A.M., van der Schaar, M. (2017). Bayesian inference of individualized treatment effects using multi-task gaussian processes. arXiv preprint
arXiv:1704.02801
2. Atan, O., Zame, W. R., & van der Schaar, M. (2018). Learning optimal policies from observational data. arXiv preprint
arXiv:1802.08679
3. Athey, S., & Imbens, G. W. (2015). Recursive partitioning for heterogeneous causal effects. arXiv preprint
arXiv:1504.01132
.
4. Audibert, J. Y., Munos, R., & Szepesvári, C. (2009). Exploration–exploitation tradeoff using variance estimates in multi-armed bandits. Theoretical Computer Science, 410(19), 1876–1902.
5. Beygelzimer, A., & Langford, J. (2009). The offset tree for learning with partial labels. In Proceedings of the 15th ACM SIGKDD international conference on knowledge discovery and data mining (pp. 129–138).