Topics discussedStability-based generalization analysis BousquetE2002stability.ps- Algorithmic stability
- Uniform stability for regression
- Uniform stability for classification
- Stability of regularized objectives
Some supplementary comments on conditional models:
- Connections between structured max-margin and conditional models
- Extending LR to structured conditional models
- Partition function and parameter estimation, approximations
- Connections to the StructSVM family
- Relevant tutorial by Klein and Taskar
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Last modified: Sunday, 18 November 2007, 09:35 AM