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20142023
most citedDistributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization

359 citations · 994 across the 28 of their papers we have counts for

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math.ST2021

Proof: Accelerating Approximate Aggregation Queries with Expensive Predicates

Daniel Kang, John Guibas, Peter Bailis +3

Given a dataset , we are interested in computing the mean of a subset of which matches a predicate. ABae leverages stratified sampling and proxy models t…