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CORR
2010
Springer
62views Education» more  CORR 2010»
15 years 2 months ago
Information embedding meets distributed control
We consider the problem of information embedding where the encoder modifies a white Gaussian host signal in a power-constrained manner to encode the message, and the decoder recov...
Pulkit Grover, Aaron B. Wagner, Anant Sahai
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CORR
2008
Springer
100views Education» more  CORR 2008»
15 years 2 months ago
Lossy Source Transmission over the Relay Channel
Lossy transmission over a relay channel in which the relay has access to correlated side information is considered. First, a joint source-channel decode-and-forward scheme is propo...
Deniz Gündüz, Elza Erkip, Andrea J. Gold...
IJAR
2006
80views more  IJAR 2006»
15 years 2 months ago
Operations for inference in continuous Bayesian networks with linear deterministic variables
An important class of continuous Bayesian networks are those that have linear conditionally deterministic variables (a variable that is a linear deterministic function of its pare...
Barry R. Cobb, Prakash P. Shenoy
JMLR
2006
143views more  JMLR 2006»
15 years 2 months ago
Consistency and Convergence Rates of One-Class SVMs and Related Algorithms
We determine the asymptotic behaviour of the function computed by support vector machines (SVM) and related algorithms that minimize a regularized empirical convex loss function i...
Régis Vert, Jean-Philippe Vert
TIT
2008
100views more  TIT 2008»
15 years 2 months ago
Communication Via Decentralized Processing
Abstract-- The common problem of a nomadic terminal sending information to a remote destination via agents with lossless connections is investigated. Such a setting suits, e.g. acc...
Amichai Sanderovich, Shlomo Shamai, Yossef Steinbe...