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Fast Inference and Learning in Large-State-Space HMMs

Fast Inference and Learning in Large-State-Space HMMs. Sajid M. Siddiqi Andrew W. Moore The Auton Lab Carnegie Mellon University. HMM Overview Reducing quadratic complexity in the number of states The model Algorithms for fast evaluation and inference Algorithms for fast learning Results

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Quadratic complexity - PowerPoint PPT Presentation

Fast Inference and Learning in Large-State-Space HMMs