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UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation
28 June 2023
Jianqing Fan
Jiawei Ge
Debarghya Mukherjee
AI4TS
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Papers citing
"UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation"
6 / 6 papers shown
Title
SAT: Data-light Uncertainty Set Merging via Synthetics, Aggregation, and Test Inversion
Shenghao Qin
Jianliang He
Bowen Gang
Yin Xia
35
0
0
16 Oct 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
Jiawei Ge
Debarghya Mukherjee
Jianqing Fan
28
1
0
16 May 2024
Conformal online model aggregation
Matteo Gasparin
Aaditya Ramdas
39
3
0
22 Mar 2024
Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction
Daniel Bethell
Simos Gerasimou
R. Calinescu
13
7
0
18 Aug 2023
Conformal prediction for time series
Chen Xu
Yao Xie
AI4TS
45
32
0
18 Oct 2020
Cross-conformal predictors
V. Vovk
131
198
0
03 Aug 2012
1