Information Complexity of Mixed-Integer Convex Optimization

Author:

Basu Amitabh,Jiang Hongyi,Kerger Phillip,Molinaro Marco

Publisher

Springer International Publishing

Reference11 articles.

1. Balcan, M.-F., Long, P.: Active and passive learning of linear separators under log-concave distributions. In: Shalev-Shwartz, S., Steinwart, I., (eds.) Proceedings of the 26th Annual Conference on Learning Theory, volume 30 of Proceedings of Machine Learning Research, pp. 288–316. Princeton, NJ, USA, 12–14 June 2013. PMLR (2013)

2. Basu, A.: Complexity of optimizing over the integers. to appear in Mathematical Programming, Series A (2022)

3. Basu, A., Oertel, T.: Centerpoints: a link between optimization and convex geometry. SIAM J. Optim. 27(2), 866–889 (2017)

4. Grünbaum, B.: Partitions of mass-distributions and of convex bodies by hyperplanes. Pacific J. Math. 10, 1257–1261 (1960)

5. Jamieson, K.G., Nowak, R.D., Recht, B.: Query complexity of derivative-free optimization. In: Proceedings of the 25th International Conference on Neural Information Processing Systems - Volume 2, NIPS2012, pp. 2672–2680, Red Hook, NY, USA. Curran Associates Inc. (2012)

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