189 citations · 202 across the 18 of their papers we have counts for
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cs.LG2021
Estimating Categorical Counterfactuals via Deep Twin Networks
Athanasios Vlontzos, Bernhard Kainz, Ciaran M. Gilligan-Lee
Counterfactual inference is a powerful tool, capable of solving challenging problems in high-profile sectors. To perform counterfactual inference, one requires knowledge of the und…
cs.LG2021★ 189 cited
Technology Readiness Levels for Machine Learning Systems
Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic +12
The development and deployment of machine learning (ML) systems can be executed easily with modern tools, but the process is typically rushed and means-to-an-end. The lack of dilig…