Question: 13.2 Stability analysis for L2-regularized conditional Maxent. (a) Give an upper bound on the stability of the L2-regularized conditional Maxent in terms of the sample

13.2 Stability analysis for L2-regularized conditional Maxent.

(a) Give an upper bound on the stability of the L2-regularized conditional Maxent in terms of the sample size and (Hint: use the techniques and results of Chapter 14).

(b) Use the previous question to derive a stability-based generalization guarantee for the algorithm.

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