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06/15/2022
Query-Adaptive Predictive Inference with Partial Labels
The cost and scarcity of fully supervised labels in statistical machine ...
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02/08/2022
The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting
The statistical machine learning community has demonstrated considerable...
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01/20/2022
Predictive Inference with Weak Supervision
The expense of acquiring labels in large-scale statistical machine learn...
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12/29/2021
A comment and erratum on "Excess Optimism: How Biased is the Apparent Error of an Estimator Tuned by SURE?"
We identify and correct an error in the paper "Excess Optimism: How Bias...
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08/10/2020
Robust Validation: Confident Predictions Even When Distributions Shift
While the traditional viewpoint in machine learning and statistics assum...
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04/21/2020