RE
Robin J. Evans
stat.MEstat.MLcs.AIcs.LGmath.STstat.OTstat.TH
On Valency
published · living versionsW_f7a8nd2h·v1 · currentpublished
Counterfactual Marginalisation: Framework for Evaluating Robustness to Nuisance Variables
with Yasin Ibrahim, Hermione Warr, Konstantinos Kamnitsas
1 version
Preprints & journals
7 papers in the corpus · 2024–2026To do() or not to do(): Medical Image Counterfactuals for Dataset Augmentation2609.14124v1 · Yasin Ibrahim, Robin J. Evans, Konstantinos Kamnitsas2026 · 0 citationsarXiv
Counterfactual Marginalisation: Framework for Evaluating Robustness to Nuisance Variables2609.10778v1 · Yasin Ibrahim, Hermione Warr, Robin J. Evans et al.2026 · 0 citationsarXivon Valency
Data Fusion with Distributional Equivalence Test-then-pool2603.11867v2 · Linying Yang, Xing Liu, Robin J. Evans2026 · 0 citationsarXiv
Deriving Complete Constraints in Hidden Variable Models2601.11242v3 · Michael C. Sachs, Erin E. Gabriel, Robin J. Evans et al.2026 · 0 citationsarXiv
Distinguishability of causal structures under latent confounding and selection2509.20433v2 · Ryan Carey, Marina Maciel Ansanelli, Elie Wolfe et al.2025 · 0 citationsJournal of Causal Inference 14(1), 20250067 (2026)
Frugal, Flexible, Faithful: Causal Data Simulation via Frengression2508.01018v2 · Linying Yang, Jens Magelund Tarp, Robin J. Evans et al.2025 · 0 citationsarXiv
Toward a Complete Criterion for Value of Information in Insoluble Decision Problems2407.09883v1 · Ryan Carey, Sanghack Lee, Robin J. Evans2024 · 0 citationsarXiv
Career total: 8 works. 7 are in this corpus.
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