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Learning, Uncertainty, and Information: Learning Parameters

Learning, Uncertainty, and Information: Learning Parameters. Big Ideas November 10, 2004. Roadmap. Noisy-channel model: Redux Hidden Markov Models The Model Decoding the best sequence Training the model (EM) N-gram models: Modeling sequences Shannon, Information Theory, and Perplexity

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Learning, Uncertainty, and Information: Learning Parameters