Publications of P Hennig
All genres
Journal Article (3)
Journal Article
14, pp. 843 - 865 (2013)
Quasi-Newton Methods: A New Direction. Journal of Machine Learning Research
Journal Article
13, pp. 1809 - 1837 (2012)
Entropy Search for Information-Efficient Global Optimization. Journal of Machine Learning Research
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)
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)
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)
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)
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)
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)
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)
Poster
Bayesian Quadratic Reinforcement Learning. NIPS 2009 Workshop on Probabilistic Approaches for Robotics and Control, Whistler, BC, Canada (2009)
Thesis - PhD (1)
Thesis - PhD
Approximate Inference in Graphical Models. Dissertation, 157 pp., University of Cambridge, Cambridge, UK (2010)
Report (1)
Report
Expectation Propagation on the Maximum of Correlated Normal Variables. (2009), 11 pp.