% This file was created with JabRef 2.10. % Encoding: Cp1252 @InProceedings{Abb07, Title = {Finding the best mismatched detector for channel coding and hypothesis testing}, Author = {Abbe, E. and Medard, M. and Meyn, S. and Lizhong Zheng}, Booktitle = {Inf. Theory Apps. Workshop}, Year = {2007}, Month = {Jan.}, Doi = {10.1109/ITA.2007.4357593}, Keywords = {Newton-Raphson method;approximation theory;channel capacity;channel coding;signal detection;stochastic processes;Newton-Raphson method;best mismatched detector;channel coding;hypothesis testing;signal constellation design;stochastic approximation;Algorithm design and analysis;Approximation algorithms;Channel coding;Constellation diagram;Detectors;Newton method;Robustness;Signal design;Stochastic processes;Testing} } @Unpublished{Adc13, Title = {Breaking the coherence barrier: A new theory for compressed sensing}, Author = {Ben Adcock and Anders C. 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Theory}, Year = {2012}, Month = {March}, Number = {3}, Pages = {1880-1901}, Volume = {58}, ISSN = {0018-9448} } @Article{Bar10, Title = {Model-Based Compressive Sensing}, Author = {Baraniuk, R.G. and Cevher, V. and Duarte, M.F. and Hegde, C.}, Journal = {IEEE Trans. Inf. Theory}, Year = {2010}, Month = {April}, Number = {4}, Pages = {1982-2001}, Volume = {56}, ISSN = {0018-9448} } @InProceedings{Bar11, Title = {Universal {MAP} estimation in compressed sensing}, Author = {Baron, D. and Duarte, M.F.}, Booktitle = {Allerton Conf. on Comm., Control and Comp.}, Year = {2011}, Month = {Sept.}, Pages = {768-775} } @Article{Ben13, Title = {Representation Learning: A Review and New Perspectives}, Author = {Bengio, Y. and Courville, A and Vincent, P.}, Journal = {IEEE Trans. Patt. Analysis and Mach. 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Theory}, Year = {2012}, Month = {May}, Number = {5}, Pages = {3093-3114}, Volume = {58}, ISSN = {0018-9448} } @Article{Don11, Title = {The Noise-Sensitivity Phase Transition in Compressed Sensing}, Author = {Donoho, D.L. and Maleki, A and Montanari, A}, Journal = {IEEE Trans. Inf. Theory}, Year = {2011}, Month = {Oct.}, Number = {10}, Pages = {6920-6941}, Volume = {57}, ISSN = {0018-9448} } @Article{Don09, Title = {Message Passing Algorithms for Compressed Sensing}, Author = {David L. Donoho and Arian Maleki and Andrea Montanari}, Journal = {Proc. Nat. Acad. Sci.}, Year = {2009}, Month = {Sept.}, Pages = {18914-18919}, Volume = {106}, Owner = {Jono}, Timestamp = {2014.08.29} } @Article{Fei54, Title = {A new basic theorem of information theory}, Author = {Feinstein, A.}, Journal = {IRE Prof. Group. on Inf. Theory}, Year = {1954}, Month = {Sept.}, Number = {4}, Pages = {2-22}, Volume = {4} } @Book{Fou13, Title = {A Mathematical Introduction to Compressive Sensing}, Author = {Simon Foucart and Holger Rauhut}, Publisher = {Springer New York}, Year = {2013}, Owner = {jms265}, Timestamp = {2014.08.28} } @Book{Han03, Title = {Information-Spectrum Methods in Information Theory}, Author = {Han, T. S.}, Publisher = {Springer}, Year = {2003}, ISBN = {9783540435815}, Lccn = {02032398} } @Unpublished{Jal13, Title = {From compression to compressed sensing}, Author = {Shirin Jalali and Arian Maleki}, Note = {http://arxiv.org/abs/1212.4210}, Month = {Dec.}, Year = {2012}, Owner = {Jono}, Timestamp = {2014.08.30} } @Article{Jal14a, Title = {Minimum Complexity Pursuit for Universal Compressed Sensing}, Author = {Jalali, S. and Maleki, A and Baraniuk, R.G.}, Journal = {IEEE Trans. Inf. Theory}, Year = {2014}, Month = {April}, Number = {4}, Pages = {2253-2268}, Volume = {60}, ISSN = {0018-9448} } @Unpublished{Jal14b, Title = {Universal Compressed Sensing of {M}arkov Sources}, Author = {Shirin Jalali and H. Vincent Poor}, Note = {http://arxiv.org/abs/1406.7807}, Month = {June}, Year = {2014}, Owner = {Jono}, Timestamp = {2014.08.30} } @Unpublished{Li14, Title = {Sparsistency of $\ell_1$-Regularized $M$-Estimators}, Author = {Li, Yen-Huan and Ravikumar, Pradeep and Cevher, Volkan}, Note = {http://infoscience.epfl.ch/record/199452}, Year = {2014}, Owner = {jms265}, Timestamp = {2014.08.29} } @InCollection{Lop11, Title = {Content-based Recommender Systems: State of the Art and Trends}, Author = {Pasquale Lops and Marco de Gemmis and Giovanni Semeraro}, Booktitle = {Recommender Systems Handbook}, Publisher = {Springer US}, Year = {2011}, ISBN = {978-0-387-85819-7}, Language = {English} } @Article{Man01, Title = {Estimating log models: To transform or not to transform?}, Author = {Willard G Manning and John Mullahy}, Journal = {Journal of Health Economics }, Year = {2001}, Month = {July}, Number = {4}, Pages = {461-494}, Volume = {20}, ISSN = {0167-6296} } @Article{Naz07, Title = {Computation Over Multiple-Access Channels}, Author = {Nazer, B. and Gastpar, M.}, Journal = {IEEE Trans. Inf. 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