Alain Hauser

Publication Activity (10 Years)

Years Active: 2010-2014
Publications (10 Years): 0

Top Topics

Equivalence Class

Active Learning

Directed Acyclic Graph

Conditional Independence

Top Venues

Int. J. Approx. Reason.

J. Mach. Learn. Res.

Publications

Alain Hauser, Peter Bühlmann
Two optimal strategies for active learning of causal models from interventional data. Int. J. Approx. Reason. 55 (4) (2014)
Alberto Giovanni Busetto, Alain Hauser, Gabriel Krummenacher, Mikael Sunnåker, Sotiris Dimopoulos, Cheng Soon Ong, Jörg Stelling, Joachim M. Buhmann
Near-optimal experimental design for model selection in systems biology. Bioinform. 29 (20) (2013)
Alain Hauser, Peter Bühlmann
Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs. J. Mach. Learn. Res. 13 (2012)
Alain Hauser, Peter Bühlmann
Two Optimal Strategies for Active Learning of Causal Models from Interventions CoRR (2012)
Alain Hauser, Peter Bühlmann
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs (Abstract). UAI (2011)
Alain Hauser, Peter Bühlmann
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs CoRR (2011)
Alain Hauser, Jens Maue
Experimental Evaluation of Approximation and Heuristic Algorithms for Sorting Railway Cars. SEA (2010)