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data source selection

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structural assumption (1) moment condition (1) average treatment effect (1) causal graph (1) treatment effect (1) online estimation (1) data fusion (1) greedy algorithm (1) learning performance (1) causal effect estimation (1)

Papers

Efficient Online Estimation of Causal Effects by Deciding What to Observe NeurIPS 2021 Near-Optimal Data Source Selection for Bayesian Learning L4DC 2021