Department of Electrical Engineering, University of California, Los Angeles, USA; University of Cambridge, Cambridge, UK; University of California, Los Angeles, USA; The Alan Turing Institute, London, UK; Department of Engineering Science, University of Oxford, Oxford, UK; Department of Engineering Science, University of Oxford, Oxford, UK; The Alan Turing Institute, London, UK
treatment effects over time;causal inference;counterfactual estimation
Estimating counterfactual treatment outcomes over time through adversarially balanced representations