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2403.03850
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Conformal prediction for multi-dimensional time series by ellipsoidal sets
6 March 2024
Chen Xu
Hanyang Jiang
Yao Xie
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Papers citing
"Conformal prediction for multi-dimensional time series by ellipsoidal sets"
15 / 15 papers shown
Title
Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model
Xiannan Huang
Shuhan Qiu
AI4TS
24
0
0
13 May 2025
Volume-Sorted Prediction Set: Efficient Conformal Prediction for Multi-Target Regression
Rui Luo
Zhixin Zhou
47
3
0
04 Mar 2025
Towards Anthropomorphic Conversational AI Part I: A Practical Framework
Fei Wei
Yaliang Li
Bolin Ding
36
0
0
28 Feb 2025
Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation
Wenxuan Wang
K. Wu
Yujian Betterest Li
Dan Wang
Xiaotian Zhang
Jiaheng Liu
AI4TS
68
0
0
24 Feb 2025
Flow-based Conformal Prediction for Multi-dimensional Time Series
Junghwan Lee
Chen Xu
Yao Xie
AI4TS
AI4CE
42
0
0
08 Feb 2025
Spatial Conformal Inference through Localized Quantile Regression
Hanyang Jiang
Yao Xie
71
1
0
02 Dec 2024
Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series
Eshant English
C. Lippert
AI4TS
AI4CE
71
1
0
26 Nov 2024
Conformal Prediction: A Data Perspective
Xiaofan Zhou
Baiting Chen
Yu Gui
Lu Cheng
88
3
0
09 Oct 2024
Adaptive inference with random ellipsoids through Conformal Conditional Linear Expectation
Iain Henderson
Adrien Mazoyer
Fabrice Gamboa
37
4
0
27 Sep 2024
JANET: Joint Adaptive predictioN-region Estimation for Time-series
Eshant English
Eliot Wong-Toi
Matteo Fontana
Stephan Mandt
Padhraic Smyth
Christoph Lippert
AI4TS
34
1
0
08 Jul 2024
Conformal time series decomposition with component-wise exchangeability
Derck W. E. Prinzhorn
Thijmen Nijdam
Putri A. van der Linden
Alexander Timans
41
2
0
24 Jun 2024
Single Trajectory Conformal Prediction
Brian Lee
Nikolai Matni
38
2
0
03 Jun 2024
Kernel-based optimally weighted conformal prediction intervals
Jonghyeok Lee
Chen Xu
Yao Xie
37
4
0
27 May 2024
Calibrated Multiple-Output Quantile Regression with Representation Learning
Shai Feldman
Stephen Bates
Yaniv Romano
48
32
0
02 Oct 2021
Conformal prediction for time series
Chen Xu
Yao Xie
AI4TS
45
32
0
18 Oct 2020
1