@misc{costa_dib_2025,
	title = {A Deterministic Information Bottleneck Method for Clustering Mixed-Type Data},
	url = {https://arxiv.org/abs/2407.03389},
	doi = {10.48550/arXiv.2407.03389},
	publisher = {arXiv},
	author = {Costa, Efthymios and Papatsouma, Ioanna and Markos, Angelos},
	month = feb,
	year = {2025},
	note = {arXiv:2407.03389},
	keywords = {Statistics - Methodology},
}
@article{slonim_aib_1999,
  title={Agglomerative Information Bottleneck},
  author={Slonim, Noam and Tishby, Naftali},
  journal={Advances in Neural Information Processing Systems},
  volume={12},
  year={1999}
}
@article{strouse_dib_2017,
  title={The Deterministic Information Bottleneck},
  author={Strouse, Daniel J and Schwab, David J},
  journal={Neural Computation},
  volume={29},
  number={6},
  pages={1611--1630},
  year={2017},
  publisher={MIT Press}
}
@article{strouse_ib_2019,
  title={The information bottleneck and geometric clustering},
  author={Strouse, Daniel J and Schwab, David J},
  journal={Neural Computation},
  volume={31},
  number={3},
  pages={596--612},
  year={2019},
  publisher={MIT Press}
}
@book{silverman_density_1998,
  title={Density Estimation for Statistics and Data Analysis (1st Ed.)},
  author={Silverman, Bernard W},
  year={1998},
  publisher={Routledge}
}
@article{aitchison_kernel_1976,
  title={Multivariate binary discrimination by the kernel method},
  author={Aitchison, John and Aitken, Colin GG},
  journal={Biometrika},
  volume={63},
  number={3},
  pages={413--420},
  year={1976},
  publisher={Oxford University Press}
}
@article{li_nonparametric_2003,
  title={Nonparametric estimation of distributions with categorical and continuous data},
  author={Li, Qi and Racine, Jeff},
  journal={Journal of Multivariate Analysis},
  volume={86},
  number={2},
  pages={266--292},
  year={2003},
  publisher={Elsevier}
}
@article{ouyang2006cross,
  title={Cross-validation and the estimation of probability distributions with categorical data},
  author={Ouyang, Desheng and Li, Qi and Racine, Jeffrey},
  journal={Journal of Nonparametric Statistics},
  volume={18},
  number={1},
  pages={69--100},
  year={2006},
  publisher={Taylor \& Francis}
}
@article{wang1981class,
  title={A class of smooth estimators for discrete distributions},
  author={Wang, Min-Chiang and Van Ryzin, John},
  journal={Biometrika},
  volume={68},
  number={1},
  pages={301--309},
  year={1981},
  publisher={Oxford University Press}
}
@article{epanechnikov1969non,
  title={Non-parametric estimation of a multivariate probability density},
  author={Epanechnikov, Vassiliy A},
  journal={Theory of Probability \& Its Applications},
  volume={14},
  number={1},
  pages={153--158},
  year={1969},
  publisher={SIAM}
}