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- W2952736676 abstract "The problem of joint universal source coding and modeling, treated in the context of lossless codes by Rissanen, was recently generalized to fixed-rate lossy coding of finitely parametrized continuous-alphabet i.i.d. sources. We extend these results to variable-rate lossy block coding of stationary ergodic sources and show that, for bounded metric distortion measures, any finitely parametrized family of stationary sources satisfying suitable mixing, smoothness and Vapnik-Chervonenkis learnability conditions admits universal schemes for joint lossy source coding and identification. We also give several explicit examples of parametric sources satisfying the regularity conditions." @default.
- W2952736676 created "2019-06-27" @default.
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- W2952736676 date "2007-04-20" @default.
- W2952736676 modified "2023-09-27" @default.
- W2952736676 title "Joint universal lossy coding and identification of stationary mixing sources" @default.
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