Publications of Alexander Marx

Marx, A.; Vreeken, J.: Causal Inference on Multivariate and Mixed-Type Data. In: Machine Learning and Knowledge Discovery in Databases, pp. 655 - 671 (Eds. Berlingerio, M.; Bonchi, F.; Gärtner, T.; Hurley, N.; Ifrim, G.). European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Dublin, Ireland, September 10, 2018 - September 14, 2018. Springer, Berlin (2019)

Marx, A.; Vreeken, J.: Testing Conditional Independence on Discrete Data using Stochastic Complexity. In: Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, pp. 496 - 505 (Eds. Chaudhuri, K.; Sugiyama, M.). 22nd International Conference on Artificial Intelligence and Statistics, Naha, Okinawa, Japan, April 16, 2019 - April 18, 2019. PMLR (2019)

Marx, A.; Vreeken, J.: Identifiability of Cause and Effect using Regularized Regression. In: KDD '19, pp. 852 - 861. 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, Anchorage, AK, USA, August 04, 2019 - August 08, 2019. ACM, New York, NY (2019)

Marx, A.; Vreeken, J.: Telling Cause from Effect Using MDL-Based Local and Global Regression. In: 17th IEEE International Conference on Data Mining, pp. 307 - 316. 17th IEEE International Conference on Data Mining, New Orleans, LA, USA, November 18, 2017 - November 21, 2017. IEEE, Piscataway, NJ (2017)