Convex Analysis: References and Further Reading

1. Bauschke, H. H., & Combettes, P. L. (2011). Convex Analysis and Monotone Operator Theory in Hilbert Spaces. Springer New York. https://doi.org/10.1007/978-1-4419-9467-7
2. Boyd, S. P., & Vandenberghe, L. (2004). Convex Optimization. Cambridge University Press.
3. Hiriart-Urruty, J.-B., & Lemaréchal, C. (1993). Convex Analysis and Minimization Algorithms I (M. Artin, S. S. Chern, J. Coates, J. M. Fröhlich, H. Hironaka, F. Hirzebruch, L. Hörmander, C. C. Moore, J. K. Moser, M. Nagata, W. Schmidt, D. S. Scott, \relax Y. G. Sinai, J. Tits, M. Waldschmidt, S. Watanabe, M. Berger, B. Eckmann, & S. R. S. Varadhan, Eds.; Vol. 305). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-662-02796-7
4. Morduchovič, B. S., & Nguyen, M. N. (2014). An Easy Path to Convex Analysis and Applications (Online-Ausg). Morgan & Claypool Publishers.
5. Orabona, F. (2025). A Modern Introduction to Online Learning (Number arXiv:1912.13213). arXiv. https://doi.org/10.48550/arXiv.1912.13213
6. Peyre, G. Mathematical Foundations of Data Sciences.
7. Rockafellar, R. T. (1997). Convex Analysis (Princeton Paperbacks). Princeton University Press.