N
Neri Merhav
Researcher at Technion – Israel Institute of Technology
Publications - 509
Citations - 10862
Neri Merhav is an academic researcher from Technion – Israel Institute of Technology. The author has contributed to research in topics: Decoding methods & Upper and lower bounds. The author has an hindex of 48, co-authored 492 publications receiving 10184 citations. Previous affiliations of Neri Merhav include California Institute of Technology & Hewlett-Packard.
Papers
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Hidden Markov processes
Yariv Ephraim,Neri Merhav +1 more
TL;DR: An overview of statistical and information-theoretic aspects of hidden Markov processes (HMPs) is presented and consistency and asymptotic normality of the maximum-likelihood parameter estimator were proved under some mild conditions.
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Universal prediction
Neri Merhav,Meir Feder +1 more
TL;DR: Both the probabilistic setting and the deterministic setting of the universal prediction problem are described with emphasis on the analogy and the differences between results in the two settings.
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On information rates for mismatched decoders
TL;DR: In contrast to the classical matched decoding case, here, under the mismatched decoding regime, the highest achievable rate depends on whether the performance criterion is the bit error rate or the message error probability and whether the coding strategy is deterministic or randomized.
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Universal prediction of individual sequences
Meir Feder,Neri Merhav,M. Gutman +2 more
TL;DR: An efficient prediction procedure based on the incremental parsing procedure of the Lempel-Ziv data compression algorithm is shown to achieve asymptotically the finite-state predictability of an infinite sequence.
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Relations between entropy and error probability
Meir Feder,Neri Merhav +1 more
TL;DR: The authors present a channel coding theorem for the equivocation which, unlike the channel coding algorithm for error probability, is meaningful at all rates.