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Conformal prediction for multi-dimensional time series by ellipsoidal
  sets

Conformal prediction for multi-dimensional time series by ellipsoidal sets

6 March 2024
Chen Xu
Hanyang Jiang
Yao Xie
ArXivPDFHTML

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
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
Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation
Wenxuan Wang
K. Wu
Yujian Betterest Li
Dan Wang
X. Zhang
J. 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
Spatial Conformal Inference through Localized Quantile Regression
Hanyang Jiang
Yao Xie
69
1
0
02 Dec 2024
Conformalised Conditional Normalising Flows for Joint Prediction Regions
  in time series
Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series
Eshant English
C. Lippert
AI4TS
AI4CE
69
1
0
26 Nov 2024
Conformal Prediction: A Data Perspective
Conformal Prediction: A Data Perspective
Xiaofan Zhou
Baiting Chen
Yu Gui
Lu Cheng
85
3
0
09 Oct 2024
Adaptive inference with random ellipsoids through Conformal Conditional
  Linear Expectation
Adaptive inference with random ellipsoids through Conformal Conditional Linear Expectation
Iain Henderson
Adrien Mazoyer
Fabrice Gamboa
35
4
0
27 Sep 2024
JANET: Joint Adaptive predictioN-region Estimation for Time-series
JANET: Joint Adaptive predictioN-region Estimation for Time-series
Eshant English
Eliot Wong-Toi
Matteo Fontana
Stephan Mandt
Padhraic Smyth
Christoph Lippert
AI4TS
32
1
0
08 Jul 2024
Conformal time series decomposition with component-wise exchangeability
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
Single Trajectory Conformal Prediction
Brian Lee
Nikolai Matni
38
2
0
03 Jun 2024
Kernel-based optimally weighted conformal prediction intervals
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
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
Conformal prediction for time series
Chen Xu
Yao Xie
AI4TS
45
32
0
18 Oct 2020
1