STatistical AI Reading Group previous readings: September-December, 2005
- Sept 21st (Stairmaster: Luke):
Approximate linear programming for first-order MDPs.
S. Sanner, C. Boutilier.
In Proceedings of the 21st Conference on Uncertainty in AI (UAI-05)
- Oct 5th (Stairmaster: Charles Kemp):
- Oct 19th (Stairmaster: Natalia):
Kernels and distances for structured data.
T Gaertner, J Lloyd, and P Flach.
Machine Learning, 57(3):205--232, 2004.
- Nov 2nd (Stairmaster: Meg):
K. Grauman and T. Darrell.
The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features.
To appear, Proceedings of the IEEE International Conference on Computer Vision, Beijing, China, October 2005.
- Nov 16th (Stairmaster: Kaijen and Sarah):
T Siméon, J. Cortés, J.-P. Laumond and A Sahbani.
Manipulation planning with probabilistic roadmaps.
The International Journal of Robotics Research, 23(7-8), 2004.
- Nov 30th (Stairmaster: Meg):
Q. Sun and G. DeJong
Feature kernel functions: improving SVMs using high-level knowledge
Computer Vision and Pattern Recognition, 2005. CVPR 2005.