PPT Slide
Maximum Entropy Discrimination Solution
Analytic, Unique, Sparse, Parametric & Structural Models:
* normalization constant (partition function)
* non-negative Lagrange multipliers
* l solved via unique max of concave objective function:
Example: Generative Models (e-family)
Use conjugates of for prior
q = model parameters and structure