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02/16/2023
The Scope of Multicalibration: Characterizing Multicalibration via Property Elicitation
We make a connection between multicalibration and property elicitation a...
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09/30/2022
Batch Multivalid Conformal Prediction
We develop fast distribution-free conformal prediction algorithms for ob...
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06/02/2022
Practical Adversarial Multivalid Conformal Prediction
We give a simple, generic conformal prediction method for sequential pre...
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08/09/2021
Online Multiobjective Minimax Optimization and Applications
We introduce a simple but general online learning framework, in which at...
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01/05/2021
Online Multivalid Learning: Means, Moments, and Prediction Intervals
We present a general, efficient technique for providing contextual predi...
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02/25/2020
Binary Scoring Rules that Incentivize Precision
All proper scoring rules incentivize an expert to predict accurately (re...
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10/30/2018