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Wang, Kaizheng
8 publications
AISTATS
2025
A Unified Evaluation Framework for Epistemic Predictions
Shireen Kudukkil Manchingal
,
Muhammad Mubashar
,
Kaizheng Wang
,
Fabio Cuzzolin
ICLR
2025
Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification
Kaizheng Wang
,
Fabio Cuzzolin
,
Keivan Shariatmadar
,
David Moens
,
Hans Hallez
ICLR
2025
Random-Set Neural Networks
Shireen Kudukkil Manchingal
,
Muhammad Mubashar
,
Kaizheng Wang
,
Keivan Shariatmadar
,
Fabio Cuzzolin
ICML
2025
Uncertainty Quantification for LLM-Based Survey Simulations
Chengpiao Huang
,
Yuhang Wu
,
Kaizheng Wang
NeurIPS
2024
Credal Deep Ensembles for Uncertainty Quantification
Kaizheng Wang
,
Fabio Cuzzolin
,
Shireen Kudukkil Manchingal
,
Keivan Shariatmadar
,
David Moens
,
Hans Hallez
ICML
2024
Model Assessment and Selection Under Temporal Distribution Shift
Elise Han
,
Chengpiao Huang
,
Kaizheng Wang
NeurIPS
2020
Efficient Clustering for Stretched Mixtures: Landscape and Optimality
Kaizheng Wang
,
Yuling Yan
,
Mateo Diaz
ICML
2018
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion
Cong Ma
,
Kaizheng Wang
,
Yuejie Chi
,
Yuxin Chen