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Kaizheng Wang

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Model Assessment and Selection under Temporal Distribution Shift

Feb 13, 2024
Elise Han, Chengpiao Huang, Kaizheng Wang

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CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks

Jan 10, 2024
Kaizheng Wang, Keivan Shariatmadar, Shireen Kudukkil Manchingal, Fabio Cuzzolin, David Moens, Hans Hallez

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A Stability Principle for Learning under Non-Stationarity

Oct 27, 2023
Chengpiao Huang, Kaizheng Wang

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Random-Set Convolutional Neural Network (RS-CNN) for Epistemic Deep Learning

Jul 11, 2023
Shireen Kudukkil Manchingal, Muhammad Mubashar, Kaizheng Wang, Keivan Shariatmadar, Fabio Cuzzolin

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Pseudo-Labeling for Kernel Ridge Regression under Covariate Shift

Mar 15, 2023
Kaizheng Wang

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Pseudo-labeling for Kernel Ridge Regression under Covariate Shift

Feb 20, 2023
Kaizheng Wang

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Cascaded information enhancement and cross-modal attention feature fusion for multispectral pedestrian detection

Feb 17, 2023
Yang Yang, Kaixiong Xu, Kaizheng Wang

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Learning Gaussian Mixtures Using the Wasserstein-Fisher-Rao Gradient Flow

Jan 04, 2023
Yuling Yan, Kaizheng Wang, Philippe Rigollet

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Variable Clustering via Distributionally Robust Nodewise Regression

Dec 21, 2022
Kaizheng Wang, Xiao Xu, Xun Yu Zhou

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