Further reading
- Hastie, T. J., Tibshirani, R. J. and Friedman, J. H. (2001). The elements of statistical learning. Springer-Verlag, New York, USA
- Wang, S. & Gupta, M. (2020). Deontological Ethics By Monotonicity Shape Constraints. AISTATS. https://arxiv.org/abs/2001.11990
- Cotter, A., Gupta, M., Jiang, H., Ilan, E. L., Muller, J., Narayan, T., Wang, S. & Zhu, T. (2019). Shape Constraints for Set Functions. ICML. http://proceedings.mlr.press/v97/cotter19a.html
- Gupta, M. R., Cotter A., Pfeifer, J., Voevodski, K., Canini, K., Mangylov, A., Moczydlowski, W. and van Esbroeck, A. (2016). Monotonic Calibrated Interpolated Look-Up Tables. Journal of Machine Learning Research 17(109):1−47. https://arxiv.org/abs/1505.06378
- Noble, S. (2018). Algorithms of oppression: data discrimination in the age of Google. NYU Press
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