Search Results for author: Matthew James Vowels

Found 2 papers, 1 papers with code

Targeted VAE: Variational and Targeted Learning for Causal Inference

1 code implementation28 Sep 2020 Matthew James Vowels, Necati Cihan Camgoz, Richard Bowden

Undertaking causal inference with observational data is incredibly useful across a wide range of tasks including the development of medical treatments, advertisements and marketing, and policy making.

Causal Inference counterfactual +2

Targeted VAE: Structured Inference and Targeted Learning for Causal Parameter Estimation

no code implementations28 Sep 2020 Matthew James Vowels, Necati Cihan Camgoz, Richard Bowden

Undertaking causal inference with observational data is extremely useful across a wide range of domains including the development of medical treatments, advertisements and marketing, and policy making.

Causal Inference counterfactual +1

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