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math.ST2019
Estimation Rates for Sparse Linear Cyclic Causal Models
Jan-Christian Hütter, Philippe Rigollet
Causal models are important tools to understand complex phenomena and predict the outcome of controlled experiments, also known as interventions. In this work, we present statistic…
math.ST2019
Estimation of Monge Matrices
Jan-Christian Hütter, Cheng Mao, Philippe Rigollet +1
Monge matrices and their permuted versions known as pre-Monge matrices naturally appear in many domains across science and engineering. While the rich structural properties of such…