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Ke Wang
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Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting, and Regularization
K Wang, C Thrampoulidis
SIAM Journal on Mathematics of Data Science 4 (1), 260-284, 2022
25*2022
Benign overfitting in multiclass classification: All roads lead to interpolation
K Wang, V Muthukumar, C Thrampoulidis
Advances in Neural Information Processing Systems 34, 24164-24179, 2021
102021
On how to avoid exacerbating spurious correlations when models are overparameterized
T Behnia, K Wang, C Thrampoulidis
2022 IEEE International Symposium on Information Theory (ISIT), 121-126, 2022
2022
Learning Gaussian Graphical Models with Latent Confounders
K Wang, A Franks, SY Oh
arXiv preprint arXiv:2105.06600, 2021
2021
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Articles 1–4