Sylvia Chen proposes doubly robust policy learning, where targeted maximum likelihood estimation with automatically debiased neural nets to learn the optimal shifts for multidimensional #treatment #variables under a stochastic treatment regime. #causalinference www.youtube.com/watch?v=7DhF...
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Doubly Robust Policy Learning for Causal Stochastic Interventions Thru Auto-debiased Neural Networks
Featuring Sylvia Cheng