Leena C Vankadara
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Double Descent
Interpolation and Regularization for Causal Learning
We study the problem of learning causal models from observational data through the lens of interpolation and its counterpart---regularization. A large volume of recent theoretical, as well as empirical work, suggests that, in highly complex model …
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