Evaluating Robustness to Dataset Shift via Parametric Robustness Sets

Publication
arXiv preprint (2205.15947)
Nikolaj Thams
Nikolaj Thams
Visiting Student

PhD Student, University of Copenhagen

Michael Oberst
Michael Oberst
PhD Student

Michael’s research interests include developing learning algorithms for dealing with non-stationarity / dataset shift in predictive modelling, as well as robust learning of treatment policies from observational data.

David Sontag
David Sontag
Professor of EECS

My research focuses on advancing machine learning and artificial intelligence, and using these to transform health care.

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