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Chen Xu
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Conformal prediction interval for dynamic time-series
C Xu, Y Xie
International Conference on Machine Learning, 2021, 2021
862021
Predictive inference is free with the jackknife+-after-bootstrap
B Kim, C Xu, RF Barber
Advances in Neural Information Processing Systems 34 (NeurIPS 2020), 2020
672020
Sequential Predictive Conformal Inference for Time Series
C Xu, Y Xie
International Conference on Machine Learning, 2023, 2023
112023
Conformal anomaly detection on spatio-temporal observations with missing data
C Xu, Y Xie
ICML 2021 Workshop Distribution-Free Uncertainty Quantification, 2021
82021
Invertible Neural Networks for Graph Prediction
C Xu, X Cheng, Y Xie
IEEE Journal on Selected Areas in Information Theory, 2022
72022
Conformal prediction set for time-series
C Xu, Y Xie
ICML 2022 Workshop Distribution-Free Uncertainty Quantification, 2022
72022
Normalizing flow neural networks by JKO scheme
C Xu, X Cheng, Y Xie
Advances in Neural Information Processing Systems 37 (NeurIPS 2023), 2023
5*2023
Computing high-dimensional optimal transport by flow neural networks
C Xu, X Cheng, Y Xie
NeurIPS 2023 Workshop Optimal Transport and Machine Learning, 2023
4*2023
Conformal prediction for time-series
C Xu, Y Xie
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
32023
Generalized generalized linear models: Convex estimation and online bounds
A Juditsky, A Nemirovski, Y Xie, C Xu
arXiv preprint arXiv:2304.13793, 2023
12023
Spatio-Temporal Wildfire Prediction using Multi-Modal Data
C Xu, DAZ Vazquez, R Yao, F Qiu, Y Xie
IEEE Journal on Selected Areas in Information Theory, 2023
1*2023
An alternative approach to train neural networks using monotone variational inequality
C Xu, X Cheng, Y Xie
OPT 2023: Optimization for Machine Learning, 2022
1*2022
Flow-based Distributionally Robust Optimization
C Xu, J Lee, X Cheng, Y Xie
IEEE Journal on Selected Areas in Information Theory, 2024
2024
Solar radiation ramping events modeling using spatio-temporal point processes
M Zhang, C Xu, A Sun, F Qiu, Y Xie
2021 INFORMS Conference on Service Science, 2021
2021
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Articles 1–14