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Feb, 2024
获得2根号T的校准距离的初级预测模型
An Elementary Predictor Obtaining $2\sqrt{T}$ Distance to Calibration
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Eshwar Ram Arunachaleswaran, Natalie Collina, Aaron Roth, Mirah Shi
TL;DR
提出了一个简单而有效、确定性算法，能够在对抗环境中以最多2√T的距离来获得校准误差，解决了存在性问题。
Abstract
Blasiok et al. [2023] proposed
distance to calibration
as a natural measure of calibration error that unlike
expected calibration error
(ECE) is continuous. Recently, Qiao and Zheng [2024] gave a
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