4 citations · 4 across the 1 of their papers we have counts for
2 papers
math.ST2020★ 4 cited
Structure Learning for Cyclic Linear Causal Models
Carlos Améndola, Philipp Dettling, Mathias Drton +2
We consider the problem of structure learning for linear causal models based on observational data. We treat models given by possibly cyclic mixed graphs, which allow for feedback…
math.PR2018
Varieties of Signature Tensors
Carlos Améndola, Peter Friz, Bernd Sturmfels
The signature of a parametric curve is a sequence of tensors whose entries are iterated integrals. This construction is central to the theory of rough paths in stochastic analysis.…