Thesis - wip

bibliography/thesis.bib

@@ -9,6 +9,15 @@
   publisher={Wiley}
 }
 
+@book{silverman1986density,
+  title={Density Estimation for Statistics and Data Analysis},
+  author={Silverman, B. W.},
+  year={1986},
+  publisher={Chapman and Hall},
+  address={London},
+  series={Chapman \& Hall/CRC Monographs on Statistics and Applied Probability}
+}
+
 @article{botev2010kde,
   title={Kernel density estimation via diffusion},
   author={Botev, Z. I. and Grotowski, J. F. and Kroese, D. P.},
@@ -49,6 +58,25 @@
   publisher={Springer}
 }
 
+@article{xie2024wsauc,
+  title={Weakly Supervised {AUC} Optimization: A Unified Partial {AUC} Approach},
+  author={Xie, Zheng and Liu, Yu and He, Hao-Yuan and Li, Ming and Zhou, Zhi-Hua},
+  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
+  year={2024},
+  doi={10.1109/TPAMI.2024.3357814},
+  eprint={2305.14258},
+  archivePrefix={arXiv}
+}
+
+@inproceedings{wu2025preserving,
+  title={Preserving {AUC} Fairness in Learning with Noisy Protected Groups},
+  author={Wu, Mingyang and Lin, Li and Zhang, Wenbin and Wang, Xin and Yang, Zhenhuan and Hu, Shu},
+  booktitle={Proceedings of the 42nd International Conference on Machine Learning},
+  year={2025},
+  eprint={2505.18532},
+  archivePrefix={arXiv}
+}
+
 @article{altman1989solving,
   title={Solving the jigsaw puzzle problem in linear time},
   author={Altman, Tom},