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@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@Unpublished{Adc13,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. Hansen and Clarice Poon and Bogdan Roman},
Note = {http://arxiv.org/abs/1302.0561},
Month = {Feb.},
Year = {2013},
Owner = {jms265},
Timestamp = {2014.08.18}
}
@Unpublished{Aks13,
Title = {Sparse Signal Processing with Linear and Non-Linear Observations: A Unified {S}hannon Theoretic Approach},
Author = {Cem Aksoylar and George Atia and Venkatesh Saligrama},
Note = {http://arxiv.org/abs/1304.0682},
Month = {April},
Year = {2013},
Owner = {Jono},
Timestamp = {2014.08.21}
}
@Unpublished{Ame14,
Title = {Living on the edge: Phase transitions in convex programs with random data},
Author = {Dennis Amelunxen and Martin Lotz and Michael B. McCoy and Joel A. Tropp},
Note = {http://arxiv.org/abs/1303.6672},
Month = {March},
Year = {2013},
Owner = {Jono},
Timestamp = {2014.08.17}
}
@Article{Ati12,
Title = {Boolean Compressed Sensing and Noisy Group Testing},
Author = {Atia, G.K. and Saligrama, V.},
Journal = {IEEE Trans. Inf. 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. Intel.},
Year = {2013},
Month = {Aug.},
Number = {8},
Pages = {1798-1828},
Volume = {35},
Doi = {10.1109/TPAMI.2013.50},
ISSN = {0162-8828}
}
@Article{Blu13,
Title = {Compressed Sensing With Nonlinear Observations and Related Nonlinear Optimization Problems},
Author = {Blumensath, T.},
Journal = {IEEE Trans. Inf. Theory},
Year = {2013},
Month = {June},
Number = {6},
Pages = {3466-3474},
Volume = {59},
ISSN = {0018-9448}
}
@InProceedings{Bou08,
Title = {1-Bit compressive sensing},
Author = {Boufounos, P.T. and Baraniuk, R.G.},
Booktitle = {Conf. on Inf. Sci. and Sys.},
Year = {2008},
Month = {March}
}
@Unpublished{Bru14,
Title = {Time-data tradeoffs by smoothing},
Author = {J. Bruer and S. J. Becker and V. Cevher and J. A. Tropp},
Note = {\emph{Conf. on Neur. Inf. Proc. Sys.}, to appear},
Year = {2014},
Owner = {jms265},
Timestamp = {2014.08.29}
}
@InCollection{Cev09,
Title = {Sparse Signal Recovery Using {M}arkov Random Fields},
Author = {Cevher, Volkan and Marco F. Duarte and Chinmay Hegde and Baraniuk, Richard},
Booktitle = {Adv. Neur. Inf. Proc. Sys. (NIPS)},
Year = {2009},
Pages = {257-264}
}
@InCollection{Cev08,
Title = {Compressive Sensing for Background Subtraction},
Author = {Cevher, Volkan and Sankaranarayanan, Aswin and Duarte, Marco F. and Reddy, Dikpal and Baraniuk, Richard G. and Chellappa, Rama},
Booktitle = {Computer Vision ECCV},
Publisher = {Springer Berlin Heidelberg},
Year = {2008},
Pages = {155-168},
Volume = {5303},
ISBN = {978-3-540-88685-3},
Language = {English}
}
@Article{Cha13,
Title = {Computational and statistical tradeoffs via convex relaxation},
Author = {Chandrasekaran, Venkat and Jordan, Michael I.},
Journal = {Proc. Nat. Acad. Sci.},
Year = {2013},
Number = {13},
Pages = {E1181-E1190},
Volume = {110},
Eprint = {http://www.pnas.org/content/110/13/E1181.full.pdf+html}
}
@Article{Chi11,
Title = {Sensitivity to Basis Mismatch in Compressed Sensing},
Author = {Yuejie Chi and Scharf, L.L. and Pezeshki, A and Calderbank, AR.},
Journal = {IEEE Trans. Sig. Proc.},
Year = {2011},
Month = {May},
Number = {5},
Pages = {2182-2195},
Volume = {59},
ISSN = {1053-587X}
}
@Book{Cov01,
Title = {Elements of Information Theory},
Author = {Thomas M Cover and Joy A Thomas},
Publisher = {John Wiley \& Sons, Inc.},
Year = {2001},
Booktitle = {Elements of Information Theory},
ISBN = {9780471200611}
}
@Article{Dim12,
Title = {{LDPC} Codes for Compressed Sensing},
Author = {Dimakis, AG. and Smarandache, R. and Vontobel, P.O.},
Journal = {IEEE Trans. Inf. 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. Theory},
Year = {2007},
Month = {Oct.},
Number = {10},
Pages = {3498-3516},
Volume = {53},
ISSN = {0018-9448}
}
@Article{Nes05,
Title = {Smooth minimization of non-smooth functions},
Author = {Nesterov, Yu.},
Journal = {Mathematical Programming},
Year = {2005},
Number = {1},
Pages = {127-152},
Volume = {103},
ISSN = {0025-5610},
Language = {English},
Publisher = {Springer-Verlag}
}
@Article{Nes05a,
Title = {Excessive Gap Technique in Nonsmooth Convex Minimization},
Author = {Nesterov, Y.},
Journal = {SIAM Journal on Optimization},
Year = {2005},
Number = {1},
Pages = {235-249},
Volume = {16},
Eprint = { http://dx.doi.org/10.1137/S1052623403422285 }
}
@InProceedings{Par11,
Title = {Compressive sensing under matrix uncertainties: An Approximate Message Passing approach},
Author = {Parker, J.T. and Cevher, V. and Schniter, P.},
Booktitle = {45th Asilomar Conf. on Sig., Sys. and Comp.},
Year = {2011},
Month = {Nov.},
Pages = {804-808},
ISSN = {1058-6393}
}
@Article{Pol10,
Title = {Channel Coding Rate in the Finite Blocklength Regime},
Author = {Yury Polyanskiy and Vincent Poor and Sergio Verd\'{u}},
Journal = {IEEE Trans. Inf. Theory},
Year = {2010},
Month = {May},
Number = {5},
Pages = {2307-2359},
Volume = {56},
Owner = {jms265},
Timestamp = {2011.12.09}
}
@Article{Rag10,
Title = {Compressed Sensing Performance Bounds Under {P}oisson Noise},
Author = {Raginsky, M. and Willett, R.M. and Harmany, Z.T. and Marcia, R.F.},
Journal = {IEEE Trans. Sig. Proc.},
Year = {2010},
Month = {Aug.},
Number = {8},
Pages = {3990-4002},
Volume = {58},
ISSN = {1053-587X}
}
@InProceedings{Ran11,
Title = {Generalized approximate message passing for estimation with random linear mixing},
Author = {Rangan, S.},
Booktitle = {IEEE Int. Symp. Inf. Theory},
Year = {2011},
Month = {July},
ISSN = {2157-8095}
}
@Book{Ric08,
Title = {Modern Coding Theory},
Author = {Tom Richardson and R\"udiger Urbanke},
Publisher = {Cambridge University Press},
Year = {2008},
Owner = {Jono},
Timestamp = {2014.08.29}
}
@InProceedings{Sar06,
Title = {Measurements versus bits: Compressed sensing meets information theory},
Author = {S. Sarvotham and D. Baron and R. G. Baraniuk},
Booktitle = {Allerton Conf. on Comm., Control and Comp.},
Year = {2006},
Month = {Sept.},
Owner = {Jono},
Timestamp = {2014.08.30}
}
@PhdThesis{ScaThesis,
Title = {Reliable Communication Under Mismatched Decodingg},
Author = {Jonathan Scarlett},
School = {University of Cambridge},
Year = {2014},
Note = {http://itc.upf.edu/biblio/1061},
Owner = {jms265},
Timestamp = {2014.08.22}
}
@Unpublished{Sca13d,
Title = {On the Dispersions of the {G}el'fand-{P}insker Channel and Dirty Paper Coding},
Author = {J. Scarlett},
Note = {Submitted to \emph{IEEE Trans. Inf. Theory}, http://arxiv.org/abs/1309.6200},
Month = {Nov.},
Year = {2013},
Owner = {Jono},
Timestamp = {2013.09.22}
}
@Unpublished{Sca15,
Title = {Limits on Support Recovery with Probabilistic Models: An Information-Theoretic Framework},
Author = {Jonathan Scarlett and Volkan Cevher},
Note = {http://infoscience.epfl.ch/record/204670},
Year = {2015},
Owner = {jmscarlett},
Timestamp = {2015.01.19}
}
@Article{Sca13b,
Title = {Compressed Sensing With Prior Information: Information-Theoretic Limits and Practical Decoders},
Author = {Scarlett, J. and Evans, J.S. and Dey, S.},
Journal = {IEEE Trans. Sig. Proc.},
Year = {2013},
Month = {Jan.},
Number = {2},
Pages = {427-439},
Volume = {61},
ISSN = {1053-587X}
}
@Article{Sca14a,
Title = {Mismatched Decoding: Error Exponents, Second-Order Rates and Saddlepoint Approximations},
Author = {Jonathan Scarlett and Alfonso Martinez and Albert {Guill{\'e}n i F\`{a}bregas}},
Journal = {IEEE Trans. Inf. Theory},
Year = {2014},
Month = {May},
Number = {5},
Pages = {2647-2666},
Volume = {60},
Owner = {Jono},
Timestamp = {2012.12.10}
}
@Unpublished{Sca14c,
Title = {Second-Order Rate Region of Constant-Composition Codes for the Multiple-Access Channel},
Author = {Jonathan Scarlett and Alfonso Martinez and Albert {Guill{\'e}n i F\`{a}bregas}},
Note = {Submitted to \emph{IEEE Trans. Inf. Theory}, http://arxiv.org/abs/1303.6167},
Month = {June},
Year = {2014},
Owner = {Jono},
Timestamp = {2012.12.10}
}
@Unpublished{Sca13a,
Title = {Multiuser coding techniques for mismatched decoding},
Author = {Jonathan Scarlett and Alfonso Martinez and Albert {Guill{\'e}n i F\`{a}bregas}},
Note = {Submitted to \emph{IEEE Trans. Inf. Theory}, http://arxiv.org/abs/1311.6635},
Month = {Nov.},
Year = {2013},
Owner = {Jono},
Timestamp = {2012.12.10}
}
@Conference{Sca13c,
Title = {Cost-Constrained Random Coding and Applications},
Author = {Jonathan Scarlett and Alfonso Martinez and Albert {Guill\'{e}n i F\`{a}bregas}},
Booktitle = {Inf. Theory and Apps. Workshop},
Year = {2013},
Address = {San Diego, CA},
Month = {Feb.},
Owner = {Jono},
Timestamp = {2012.11.20}
}
@Article{Sca14b,
Title = {Expurgated Random-Coding Ensembles: Exponents, Refinements and Connections},
Author = {Jonathan Scarlett and Li Peng and Neri Merhav and Alfonso Martinez and Albert {Guill\'{e}n i F\`{a}bregas}},
Journal = {IEEE Trans. Inf. Theory},
Year = {2014},
Month = {Aug.},
Number = {8},
Pages = {4449-4462},
Volume = {60},
Owner = {Jono},
Timestamp = {2013.05.05}
}
@Unpublished{Sca13e,
Title = {Second-Order Asymptotics for the {G}aussian {MAC} with Degraded Message Sets},
Author = {Jonathan Scarlett and Vincent Y. F. Tan},
Note = {Submitted to \emph{IEEE Trans. Inf. Theory} (revised Aug. 2014), http://arxiv.org/abs/1310.1197},
Month = {Oct.},
Year = {2013},
Owner = {jms265},
Timestamp = {2013.10.10}
}
@Article{Sha59,
Title = {Probability of error for optimal codes in a {G}aussian channel},
Author = {C. E. Shannon},
Journal = {Bell Syst. Tech. Journal},
Year = {1959},
Month = {May},
Number = {3},
Pages = {611-656},
Volume = {38}
}
@Article{Sha48,
Title = {A Mathematical Theory of Communication},
Author = {C. E. Shannon},
Journal = {Bell Syst. Tech. Journal},
Year = {1948},
Month = {July and Oct.},
Pages = {379-423},
Volume = {27},
Owner = {jms265},
Timestamp = {2012.03.26}
}
@Article{Tan14,
Title = {Strong Impossibility Results for Sparse Signal Processing},
Author = {Tan, V.Y.F. and Atia, G.K.},
Journal = {IEEE Sig. Proc. Letters},
Year = {2014},
Month = {March},
Number = {3},
Pages = {260-264},
Volume = {21},
ISSN = {1070-9908}
}
@Article{Tan05,
Title = {Approximate belief propagation, density evolution, and statistical neurodynamics for {CDMA} multiuser detection},
Author = {Tanaka, T. and Okada, M.},
Journal = {IEEE Trans. Inf. Theory},
Year = {2005},
Month = {Feb.},
Number = {2},
Pages = {700-706},
Volume = {51},
ISSN = {0018-9448}
}
@Unpublished{Tra14,
Title = {A Primal-Dual Algorithmic Framework for Constrained Convex Minimization},
Author = {Quoc Tran-Dinh and Volkan Cevher},
Note = {http://arxiv.org/abs/1406.5403},
Month = {June},
Year = {2014},
Owner = {Jono},
Timestamp = {2014.08.17}
}
@Unpublished{Tro14a,
Title = {Convex recovery of a structured signal from independent random linear measurements},
Author = {Joel A. Tropp},
Note = {http://arxiv.org/abs/1405.1102},
Month = {May},
Year = {2014},
Owner = {jms265},
Timestamp = {2014.08.22}
}
@Article{Tro12,
Title = {User-Friendly Tail Bounds for Sums of Random Matrices},
Author = {Tropp, Joel A.},
Journal = {Foundations of Comp. Math.},
Year = {2012},
Number = {4},
Pages = {389-434},
Volume = {12},
ISSN = {1615-3375},
Language = {English},
Publisher = {Springer-Verlag}
}
@Article{Ver94,
Title = {A general formula for channel capacity},
Author = {Verd\'{u}, S. and Te Sun Han},
Journal = {IEEE Trans. Inf. Theory},
Year = {1994},
Month = {July},
Number = {4},
Pages = {1147-1157},
Volume = {40},
ISSN = {0018-9448}
}
@Unpublished{Ver14,
Title = {Estimation in high dimensions: {A} geometric perspective},
Author = {Roman Vershynin},
Note = {http://arxiv.org/abs/1405.5103},
Month = {May},
Year = {2014},
Owner = {jmscarlett},
Timestamp = {2014.09.23}
}
@Article{Wai09,
Title = {Information-Theoretic Limits on Sparsity Recovery in the High-Dimensional and Noisy Setting},
Author = {Wainwright, M.J.},
Journal = {IEEE Trans. Inf. Theory},
Year = {2009},
Month = {Dec.},
Number = {12},
Pages = {5728-5741},
Volume = {55},
ISSN = {0018-9448}
}
@Unpublished{Wan13,
Title = {Side information-aided compressed sensing reconstruction via approximate message passing},
Author = {Xing Wang and Jie Liang},
Note = {http://arxiv.org/abs/1311.0576},
Month = {Nov.},
Year = {2013},
Owner = {jms265},
Timestamp = {2014.08.05}
}
@Article{Wu12,
Title = {Optimal Phase Transitions in Compressed Sensing},
Author = {Yihong Wu and Verd\'u, S.},
Journal = {IEEE Trans. Inf. Theory},
Year = {2012},
Month = {Oct.},
Number = {10},
Pages = {6241-6263},
Volume = {58},
ISSN = {0018-9448}
}
@Article{Yan12,
Title = {Robustly Stable Signal Recovery in Compressed Sensing With Structured Matrix Perturbation},
Author = {Zai Yang and Cishen Zhang and Lihua Xie},
Journal = {IEEE Trans. Sig. Proc.},
Year = {2012},
Month = {Sept.},
Number = {9},
Pages = {4658-4671},
Volume = {60},
ISSN = {1053-587X}
}
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