Philipp Geiger's web page

Publications

Selection

  1. Geiger, P. (2017). Causal models for decision making via integrative inference. PhD thesis. [Download: publication, slides.]
  2. Geiger, P., Zhang, K., Gong, M., Janzing, D., & Schölkopf, B. (2015). Causal inference by identification of vector autoregressive processes with hidden components. In Proceedings of the 32th International Conference on Machine Learning (ICML 2015). [Download: publication, slides.]
  3. Geiger, P., Janzing, D., & Schölkopf, B. (2014). Estimating causal effects by bounding confounding. In Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence (UAI 2014). [Download: publication, supplement, slides.]

Peer-reviewed publications

  1. Geiger, P., Zhang, K., Gong, M., Janzing, D., & Schölkopf, B. (2015). Causal inference by identification of vector autoregressive processes with hidden components. In Proceedings of the 32nd International Conference on Machine Learning (ICML 2015). [Download: publication, slides.]
  2. Gong, M., Zhang, K., Schoelkopf, B., Tao, D., & Geiger, P. (2015). Discovering temporal causal relations from subsampled data. In Proceedings of the 32nd International Conference on Machine Learning (ICML 2015). [Download: publication.]
  3. Geiger, P., Janzing, D., & Schölkopf, B. (2014). Estimating causal effects by bounding confounding. In Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence (UAI 2014). [Download: publication, supplement, slides.]

Preprints

  1. Geiger, P., Carata, L., & Schoelkopf, B. (2016). Causal inference for cloud computing. ArXiv Preprint ArXiv:1603.01581. [Download: publication.]
  2. Geiger, P., Hofmann, K., & Schölkopf, B. (2016). Experimental and causal view on information integration in autonomous agents. ArXiv Preprint ArXiv:1606.04250. [Download: publication, slides.]

Theses

  1. Geiger, P. (2017). Causal models for decision making via integrative inference. PhD thesis. [Download: publication, slides.]
  2. Geiger, P. (2012). Mutual information and Gödel incompleteness. Diploma thesis. [Download: publication.]

Notes

  1. Geiger, P. (2016). Notes on socio-economic transparency mechanisms. ArXiv Preprint ArXiv:1606.04703. [Download: publication.]

Blog

I'm trying out this blog as a means to express preliminary, speculative thoughts in a straightforward way. This straightforward way may induce some inaccuracies which I kindly ask the reader to excuse.

Various slides and notes

Coming soon.

Software