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Renzhe Xu
Renzhe Xu
Andere namen徐韧喆
Assistant Professor, Shanghai University of Finance and Economics
Geverifieerd e-mailadres voor shufe.edu.cn - Homepage
Titel
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Jaar
Towards out-of-distribution generalization: A survey
J Liu, Z Shen, Y He, X Zhang, R Xu, H Yu, P Cui
arXiv preprint arXiv:2108.13624, 2021
6262021
Deep stable learning for out-of-distribution generalization
X Zhang, P Cui, R Xu, L Zhou, Y He, Z Shen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
3252021
Nico++: Towards better benchmarking for domain generalization
X Zhang, Y He, R Xu, H Yu, Z Shen, P Cui
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
872023
Towards Unsupervised Domain Generalization
X Zhang, L Zhou, R Xu, P Cui, Z Shen, H Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
712022
Model agnostic sample reweighting for out-of-distribution learning
X Zhou, Y Lin, R Pi, W Zhang, R Xu, P Cui, T Zhang
International Conference on Machine Learning, 27203-27221, 2022
572022
A theoretical analysis on independence-driven importance weighting for covariate-shift generalization
R Xu, X Zhang, Z Shen, T Zhang, P Cui
International Conference on Machine Learning, 24803-24829, 2022
52*2022
Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization
X Zhang*, R Xu*, H Yu, H Zou, P Cui
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
472023
Algorithmic decision making with conditional fairness
R Xu, P Cui, K Kuang, B Li, L Zhou, Z Shen, W Cui
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
412020
DARING: Differentiable causal discovery with residual independence
Y He, P Cui, Z Shen, R Xu, F Liu, Y Jiang
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
352021
Towards domain generalization in object detection
X Zhang, Z Xu, R Xu, J Liu, P Cui, W Wan, C Sun, C Li
arXiv preprint arXiv:2203.14387, 2022
312022
Flatness-aware minimization for domain generalization
X Zhang, R Xu, H Yu, Y Dong, P Tian, P Cui
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
222023
Regulatory instruments for fair personalized pricing
R Xu, X Zhang, P Cui, B Li, Z Shen, J Xu
Proceedings of the ACM Web Conference 2022, 4-15, 2022
172022
On the out-of-distribution generalization of multimodal large language models
X Zhang, J Li, W Chu, J Hai, R Xu, Y Yang, S Guan, J Xu, P Cui
arXiv preprint arXiv:2402.06599, 2024
152024
Stable learning via sparse variable independence
H Yu, P Cui, Y He, Z Shen, Y Lin, R Xu, X Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10998 …, 2023
132023
Uncovering the co-driven mechanism of social and content links in user churn phenomena
Y Lu, L Yu, P Cui, C Zang, R Xu, Y Liu, L Li, W Zhu
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
122019
Factual observation based heterogeneity learning for counterfactual prediction
H Zou, H Wang, R Xu, B Li, J Pei, YJ Jian, P Cui
Conference on Causal Learning and Reasoning, 350-370, 2023
92023
Competing for shareable arms in multi-player multi-armed bandits
R Xu, H Wang, X Zhang, B Li, P Cui
International Conference on Machine Learning, 38674-38706, 2023
52023
Covariate-shift generalization via random sample weighting
Y He, X Shen, R Xu, T Zhang, Y Jiang, W Zou, P Cui
Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11828 …, 2023
52023
Nico challenge: Out-of-distribution generalization for image recognition challenges
X Zhang, Y He, T Wang, J Qi, H Yu, Z Wang, J Peng, R Xu, Z Shen, Y Niu, ...
Computer Vision–ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022 …, 2023
52023
Measure the predictive heterogeneity
J Liu, J Wu, R Pi, R Xu, X Zhang, B Li, P Cui
The Eleventh International Conference on Learning Representations, 2022
52022
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Artikelen 1–20