274 citations · 423 across the 15 of their papers we have counts for
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cs.AI2016★ 18 cited
From Deterministic ODEs to Dynamic Structural Causal Models
Paul K. Rubenstein, Stephan Bongers, Bernhard Schoelkopf +1
Structural Causal Models are widely used in causal modelling, but how they relate to other modelling tools is poorly understood. In this paper we provide a novel perspective on the…
stat.ML2016★ 4 cited
A Kernel Test for Three-Variable Interactions with Random Processes
Paul K. Rubenstein, Kacper P. Chwialkowski, Arthur Gretton
We apply a wild bootstrap method to the Lancaster three-variable interaction measure in order to detect factorisation of the joint distribution on three variables forming a station…