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Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects.
Fredrik D. Johansson
Uri Shalit
Nathan Kallus
David A. Sontag
Published in:
CoRR (2020)
Keyphrases
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learning problems
generalization bounds
learning process
causal effects
prior knowledge
statistical learning
model selection
machine learning
learning algorithm
active learning
learning machines