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Reassessing How to Compare and Improve the Calibration of Machine Learning Models

Reassessing How to Compare and Improve the Calibration of Machine Learning Models

6 June 2024
M. Chidambaram
Rong Ge
ArXivPDFHTML

Papers citing "Reassessing How to Compare and Improve the Calibration of Machine Learning Models"

4 / 4 papers shown
Title
Rethinking Early Stopping: Refine, Then Calibrate
Rethinking Early Stopping: Refine, Then Calibrate
Eugene Berta
David Holzmüller
Michael I. Jordan
Francis Bach
51
0
0
31 Jan 2025
Metrics of calibration for probabilistic predictions
Metrics of calibration for probabilistic predictions
Imanol Arrieta Ibarra
Paman Gujral
Jonathan Tannen
M. Tygert
Cherie Xu
32
15
0
19 May 2022
Calibration of Pre-trained Transformers
Calibration of Pre-trained Transformers
Shrey Desai
Greg Durrett
UQLM
229
288
0
17 Mar 2020
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
279
39,083
0
01 Sep 2014
1