84 citations · 233 across the 15 of their papers we have counts for
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stat.ML2016★ 13 cited
From Dependence to Causation
David Lopez-Paz
Machine learning is the science of discovering statistical dependencies in data, and the use of those dependencies to perform predictions. During the last decade, machine learning…
stat.ML2016
Minimax Lower Bounds for Realizable Transductive Classification
Ilya Tolstikhin, David Lopez-Paz
Transductive learning considers a training set of labeled samples and a test set of unlabeled samples, with the goal of best labeling that particular test set. Conversely,…