9 citations · 33 across the 9 of their papers we have counts for
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cs.LG2020★ 9 cited
Think before you act: A simple baseline for compositional generalization
Christina Heinze-Deml, Diane Bouchacourt
Contrarily to humans who have the ability to recombine familiar expressions to create novel ones, modern neural networks struggle to do so. This has been emphasized recently with t…
stat.ME2020★ 5 cited
Active Invariant Causal Prediction: Experiment Selection through Stability
Juan L. Gamella, Christina Heinze-Deml
A fundamental difficulty of causal learning is that causal models can generally not be fully identified based on observational data only. Interventional data, that is, data origina…