Publications of P Hennig
All genres
Journal Article (3)
1.
Journal Article
14, pp. 843 - 865 (2013)
Quasi-Newton Methods: A New Direction. Journal of Machine Learning Research 2.
Journal Article
13, pp. 1809 - 1837 (2012)
Entropy Search for Information-Efficient Global Optimization. Journal of Machine Learning Research 3.
Journal Article
102 (12), 123101, pp. 1 - 8 (2007)
Point-spread functions for backscattered imaging in the scanning electron microscope. Journal of Applied Physics Conference Paper (6)
4.
Conference Paper
Quasi-Newton Methods: A New Direction. In: 29th International Conference on Machine Learning (ICML 2012), pp. 25 - 32 (Eds. Langford, J.; Pineau, J.). 29th International Conference on Machine Learning (ICML 2012), Edinburgh, UK. International Machine Learning Society, Madison, WI, USA (2012)
5.
Conference Paper
Learning Tracking Control with Forward Models. In: IEEE International Conference on Robotics and Automation (ICRA 2012), pp. 259 - 264. IEEE International Conference on Robotics and Automation (ICRA 2012), St. Paul, MN, USA. IEEE, Piscataway, NJ, USA (2012)
6.
Conference Paper
Kernel Topic Models. In: Artificial Intelligence and Statistics, 21-23 April 2012, La Palma, Canary Islands, pp. 511 - 519 (Eds. Lawrence, N.; Girolami, M.). Fifteenth International Conference on Artificial Intelligence and Statistics (AI Statistics 2012), La Palma, Spain, April 21, 2012 - April 23, 2012. International Machine Learning Society, Madison, WI, USA (2012)
7.
Conference Paper
Optimal Reinforcement Learning for Gaussian Systems. In: Advances in Neural Information Processing Systems 24, pp. 325 - 333 (Eds. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K.). Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, Spain. Curran, Red Hook, NY, USA (2012)
8.
Conference Paper
Using an Infinite Von Mises-Fisher Mixture Model to Cluster Treatment Beam Directions in External Radiation Therapy. In: Ninth International Conference on Machine Learning and Applications (ICMLA 2010), pp. 746 - 751 (Eds. Draghici, S.; Khoshgoftaar, T.; Palade, V.; Pedrycz, W.; Wani, M. et al.). Ninth International Conference on Machine Learning and Applications (ICMLA 2010), Washington, DC, USA, December 12, 2010 - December 14, 2010. IEEE, Piscataway, NJ, USA (2010)
9.
Conference Paper
9, pp. 326 - 333 (Eds. Teh, Y.; Titterington, M.). Thirteenth International Conference on Artificial Intelligence and Statistics (AI & Statistics 2010), Chia Laguna Resort, Italy, May 13, 2010 - May 15, 2010. JMLR, Cambridge, MA, USA (2010)
Coherent Inference on Optimal Play in Game Trees. In: JMLR Workshop and Conference Proceedings, Vol. Poster (1)
10.
Poster
Bayesian Quadratic Reinforcement Learning. NIPS 2009 Workshop on Probabilistic Approaches for Robotics and Control, Whistler, BC, Canada (2009)
Thesis - PhD (1)
11.
Thesis - PhD
Approximate Inference in Graphical Models. Dissertation, 157 pp., University of Cambridge, Cambridge, UK (2010)
Report (1)
12.
Report
Expectation Propagation on the Maximum of Correlated Normal Variables. (2009), 11 pp.