Alain Hauser

Duties

• Assistant at the Seminar für Statistik, ETH Zurich, since January 2010
• PhD student of Prof. Peter Bühlmman, since January 2010

Research interests

• Causal inference
  
• Theory of graphical models
• Graph algorithms
• Biostatistical applications of graphical models
  

Publications

Conference publications

• Experimental evaluation of approximation and heuristic algorithms for sorting railway cars [bib] [pdf] © Springer (2010)
  Alain Hauser, Jens Maue
  Proceedings of the 9th International Symposium on Experimental Algorithms (SEA-10), LNCS 6049, 154--165, Springer, 2010.

Talks and Posters

• Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs [Poster]
  Alain Hauser, Peter Bühlmann
  27th Conference on Uncertainty in Artificial Intelligence (UAI2011), Barcelona, Spain, July 14 - 17, 2011
• Causal inference from interventional data [invited talk]
  Alain Hauser
  Institut für Medizinische Statistik, Medizinische Universität Wien, Austria, January 17, 2012
  

Preprints

• Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs [bib] [pdf] arxiv
  Alain Hauser, Peter Bühlmann
  Corresponding R package (very early version! Will be merged into next release of pcalg): gies.tar.bz2
  

Teaching

Supervised Theses

• Learning causal models from binary interventional data [abstract] [pdf]
  Alexandros Gekenidis
  Master thesis, March 2012

Lecture Assistance

• Computational Statistics, spring semester 2012
  
• Applied Time Series Analysis, spring semester 2011
• Statistik (für Biologie und pharmazeutische Wissenschaften), automn semester 2010
• Computational Statistics, spring semester 2010
• Analysis II (für Mathematik und Physik), spring semester 2009
• Analysis I (für Mathematik und Physik), automn semester 2008
• Analysis I (für Mathematik und Physik), automn semester 2007
• Analysis I (für Mathematik und Physik), winter semester 2006
• Analysis II (für Maschinenbau und Verfahrenstechnik), summer semester 2003