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Proceedings of the Center for Data Scientists arguing (about) Public Papers
https://arxiv.org/pdf/1607.04039.pdf
Recursive partitioning for heterogeneous causal effects: http://www.pnas.org/content/pnas/113/27/7353.full.pdf Estimation and Inference of Heterogeneous Treatment Effects using Random Forests: https://arxiv.org/pdf/1510.04342.pdf Beyond prediction: Using big data for policy problems: http://science.sciencemag.org/content/355/6324/483/tab-pdf
https://arxiv.org/pdf/1005.2243.pdf >We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is “similar” to a training sample, then the testing error is...
