23 citations · 35 across the 7 of their papers we have counts for
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stat.ME2023★ 3 cited
Identifying Direct Causes using Intervened Target Variable
Kang Du, Yu Xiang, Ilya Soloveychik
Identifying the direct causes or causal parents of a target variable is crucial for scientific discovery. Focusing on linear models, the invariant prediction framework was built up…
stat.ME2016★ 23 cited
Simultaneous penalized M-estimation of covariance matrices using geodesically convex optimization
Esa Ollila, Ilya Soloveychik, David E. Tyler +1
A common assumption when sampling -dimensional observations from distinct group is the equality of the covariance matrices. In this paper, we propose two penalized -estim…