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Weihua Lei
Graduate Student
weih
...
@u.northwestern.edu
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Publications
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Forecasting the evolution of fast-changing transportation networks using machine learning
Lei WH, Alves LGA, Amaral LAN
Nature Communications
,
4252
(
2022
)
Quantifying the impact of uninformative features on the performance of supervised classification and dimensionality reduction algorithms
Lei W, Zanchettin C, Ho ZE, Amaral LAN
APL Machine Learning
1
,
046118
(
2023
)
Computational experiments with cellular-automata generated images reveal intrinsic limitations of convolutional neural networks on pattern recognition tasks
Lei W, Zanchettin C, Santos FAO, Amaral LAN
APL Machine Learning
2
,
036102
(
2024
)
Adversarial training and attribution methods enable evaluation of robustness and interpretability of deep learning models for image classification
Santos FAO, Zanchettin C, Lei W, Amaral LAN
Physical Review E
110
,
054310
(
2024
)