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Conformal inference is (almost) free for neural networks trained with
  early stopping

Conformal inference is (almost) free for neural networks trained with early stopping

27 January 2023
Zi-Chen Liang
Yan Zhou
Matteo Sesia
    BDL
ArXivPDFHTML

Papers citing "Conformal inference is (almost) free for neural networks trained with early stopping"

8 / 8 papers shown
Title
Conformal Prediction with Upper and Lower Bound Models
Miao Li
Michael Klamkin
Mathieu Tanneau
Reza Zandehshahvar
Pascal Van Hentenryck
48
0
0
06 Mar 2025
Conformal Prediction: A Data Perspective
Conformal Prediction: A Data Perspective
Xiaofan Zhou
Baiting Chen
Yu Gui
Lu Cheng
56
2
0
09 Oct 2024
Energy Estimation of Last Mile Electric Vehicle Routes
Energy Estimation of Last Mile Electric Vehicle Routes
André Snoeck
Aniruddha Bhargava
Daniel Merchan
Josiah Davis
Julian Pachon
21
0
0
21 Aug 2024
SymmPI: Predictive Inference for Data with Group Symmetries
SymmPI: Predictive Inference for Data with Group Symmetries
Edgar Dobriban
Mengxin Yu
10
2
0
26 Dec 2023
Controlling FSR in Selective Classification
Controlling FSR in Selective Classification
Guanlan Zhao
Zhonggen Su
21
0
0
07 Nov 2023
Conformal Prediction for Deep Classifier via Label Ranking
Conformal Prediction for Deep Classifier via Label Ranking
Jianguo Huang
Huajun Xi
Linjun Zhang
Huaxiu Yao
Yue Qiu
Hongxin Wei
28
21
0
10 Oct 2023
Conformal Prediction using Conditional Histograms
Conformal Prediction using Conditional Histograms
Matteo Sesia
Yaniv Romano
53
66
0
18 May 2021
Distribution-Free, Risk-Controlling Prediction Sets
Distribution-Free, Risk-Controlling Prediction Sets
Stephen Bates
Anastasios Nikolas Angelopoulos
Lihua Lei
Jitendra Malik
Michael I. Jordan
OOD
176
184
0
07 Jan 2021
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