Class Meeting for 10-710 09-29-2011
From Cohen Courses
This is one of the class meetings on the schedule for the course Structured Prediction 10-710 in Fall 2011.
Contents
Generalizing SVM to Structures
Required Readings
- I. Tsochantaridis, T. Joachims, T. Hoffman, Y. Altun, 2005. Large Margin Methods for Structured and Interdependent Output Variables. Journal of Machine Learning Research 6:1453–1484.
Optional Readings
- Section 3.6 of Linguistic Structure Prediction, Smith 2011
- K. Crammer, O. Dekel, J. Keshet, S. Shalev-Shwartz, Y. Singer, 2006. Online Passive-Aggressive Algorithms. Journal of Machine Learning Research 7:551–585.
- N. Ratliff, J. A. Bagnell, M. Zinkevich, 2007 (Online) Subgradient Methods for Structured Prediction. AISTATS 2007.
