Department Mathematics and Information Technology
Organisational unit: Departments & Institutes
Publications / Theses
- 2012
- Published
PAC-Bayesian Analysis of Contextual Bandits
Seldin, Y., Auer, P., Laviolette, F., Shawe-Taylor, J. S. & Ortner, R., 2012, Advances in Neural Information Processing Systems 24. MIT Press, p. 1683-1691Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
PAC-Bayesian Inequalities for Martingales
Seldin, Y., Cesa-Bianchi, N., Shawe-Taylor, J. & Auer, P., 2012, Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2012.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
PAC-Bayesian Inequalities for Martingales.
Seldin, Y., Laviolette, F., Cesa-Bianchi, N., Shawe-Taylor, J. & Auer, P., 2012, In: IEEE transactions on information theory. 58, p. 7086-7093Research output: Contribution to journal › Article › Research › peer-review
- Published
PAC Subset Selection in Stochastic Multi-armed Bandits
Kalyanakrishnan, S., Tewari, A., Auer, P. & Stone, P., 2012, Proceedings of the 29th International Conference on Machine Learning, ICML 2012.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Pathwise space approximations of semi-linear parabolic SPDEs with multiplicative noise
Hausenblas, E., 2012, In: International Journal of Computer Mathematics. 89, p. 2460-2478Research output: Contribution to journal › Article › Research › peer-review
- Published
Prognose von Produktionsmengen mit neuronalen Netzen
Wieser, D., 2012Research output: Thesis › Master's Thesis
- Published
Regret Bounds for Restless Markov Bandits
Ortner, R., Ryabko, D., Auer, P. & Munos, R., 2012, Algorithmic Learning Theory 23rd International Conference, ALT 2012, Lyon, France, October 29-31, 2012. Proceedings. p. 214-228Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Rocognizing triangulated Cartesian graph products
Brand, C. & Afzal, S., 2012, In: Discrete mathematics. 312, p. 188-193Research output: Contribution to journal › Article › Research › peer-review
- Published
The Kakutani-Hellinger affinity of processes of It^o\ processes driven by Poisson random measures
Hausenblas, E., 2012, In: Random operators and stochastic equations .Research output: Contribution to journal › Article › Research › peer-review
- Published
The Kakutani–Hellinger affinity of processes of Itô processes driven by Poisson random measures
Hausenblas, E., 2012, In: Random operators and stochastic equations. 20, p. 233-253Research output: Contribution to journal › Article › Research › peer-review
