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+
+
+@article{alizadeh03se,
+	Author = {F. Alizadeh and D. Goldfarb},
+	Date-Added = {2005-07-15 15:21:25 -0700},
+	Date-Modified = {2005-07-15 15:23:10 -0700},
+	Journal = {Math. Program., Ser. B},
+	Keywords = {optimization, second-order cone programming},
+	Local-Url = {alizadeh03se.pdf},
+	Pages = {3--51},
+	Title = {Second-order cone programming},
+	Volume = {95},
+	Year = {2003}}
+
+ 
+@book{boyd04co,
+	Author = {S. Boyd and L. Vandenberghe},
+	Date-Modified = {2005-02-01 19:48:02 -0800},
+	Local-Url = {boyd04co.pdf},
+	Publisher = {Cambridge University Press},
+	Title = {Convex Optimization},
+	Year = {2004}}
+
+
+@article{candes04ne,
+	Author = {E. Cand\`es and T. Tao},
+	Date-Modified = {2005-02-01 18:39:06 -0800},
+	Journal = {submitted to IEEE Trans.\ Inform.\ Theory},
+	Local-Url = {candes04ne.pdf},
+	Month = {November},
+	Note = {Available on the ArXiV preprint server: {\tt math.CA/0410542}},
+	Title = {Near-optimal signal recovery from random projections and universal encoding strategies},
+	Year = {2004}}
+
+
+@article{candes04ro,
+	Author = {E. Cand\`es and J. Romberg and T. Tao},
+	Date-Modified = {2005-02-01 18:38:11 -0800},
+	Journal = {Submitted to IEEE Trans.\ Inform.\ Theory},
+	Local-Url = {candes04ro.pdf},
+	Month = {June},
+	Note = {Available on theArXiV preprint server: {\tt math.GM/0409186}},
+	Title = {Robust uncertainty principles: {E}xact signal reconstruction from highly incomplete frequency information},
+	Year = {2004}}
+
+
+@misc{candes05da,
+	Author = {E. Cand\`es and T. Tao},
+	Date-Added = {2005-06-09 15:50:04 -0700},
+	Date-Modified = {2005-06-09 15:51:39 -0700},
+	Howpublished = {Manuscript},
+	Keywords = {l1 minimization},
+	Local-Url = {candes05da.pdf},
+	Month = {May},
+	Title = {The {D}antzig selector: statistical estimation when $p$ is much smaller than $n$},
+	Year = {2005}}
+
+
+@article{candes05de,
+	Author = {E. J. Cand\`es and T. Tao},
+	Date-Modified = {2005-11-10 18:35:41 -0800},
+	Journal = {To appear in IEEE Trans. Inform. Theory},
+	Keywords = {l1 minimization, channel coding, sparse approximation},
+	Local-Url = {candes04de.pdf},
+	Month = {December},
+	Title = {Decoding by Linear Programming},
+	Year = {2005}}
+
+
+@article{candes05qu,
+	Author = {E. Cand\`es and J. Romberg},
+	Date-Modified = {2005-07-25 16:02:31 -0700},
+	Journal = {To appear in Foundations of Comput. Math.},
+	Local-Url = {candes05qu.pdf},
+	Title = {Quantitative robust uncertainty principles and optimally sparse decompositions},
+	Year = {2005}}
+
+
+@article{candes05st,
+	Author = {E. Cand\`es and J. Romberg and T. Tao},
+	Date-Added = {2005-03-09 15:46:42 -0800},
+	Date-Modified = {2005-07-06 11:37:57 -0700},
+	Journal = {Submitted to Communications on Pure and Applied Mathematics},
+	Keywords = {basis pursuit, exact recovery, sparse approximation},
+	Local-Url = {StableRecovery_submittedJune18.pdf},
+	Month = {March},
+	Title = {Stable signal recovery from incomplete and inaccurate measurements},
+	Year = {2005}}
+
+@article{chan99no,
+	Author = {T. Chan and G. Golub and P. Mulet},
+	Date-Modified = {2005-07-25 11:01:52 -0700},
+	Journal = {SIAM J. Sci. Comput.},
+	Keywords = {total variation, SOCP},
+	Local-Url = {chan99no.pdf},
+	Pages = {1964--1977},
+	Title = {A nonlinear primal-dual method for total variation-based image restoration},
+	Volume = {20},
+	Year = {1999}}
+
+
+@article{chen99at,
+	Author = {S. S. Chen and D. L. Donoho and M. A. Saunders},
+	Date-Modified = {2005-02-01 19:31:45 -0800},
+	Journal = {SIAM J. Sci. Comput.},
+	Local-Url = {chen99at.pdf},
+	Pages = {33--61},
+	Title = {Atomic decomposition by basis pursuit},
+	Volume = {20},
+	Year = {1999}}
+
+
+@techreport{goldfarb04se,
+	Author = {D. Goldfarb and W. Yin},
+	Date-Added = {2005-04-28 23:28:23 -0700},
+	Date-Modified = {2005-04-28 23:30:01 -0700},
+	Institution = {Columbia University},
+	Keywords = {total variation, socp},
+	Local-Url = {goldfarb04se.pdf},
+	Title = {Second-order cone programming methods for total variation-based image restoration},
+	Year = {2004}}
+
+
+@article{hintermueller05in,
+	Author = {H. Hinterm\"uller and G. Stadler},
+	Date-Added = {2005-11-01 15:55:09 -0800},
+	Date-Modified = {2005-11-01 15:57:35 -0800},
+	Journal = {To appear in SIAM J. Sci. Comput.},
+	Keywords = {total variation},
+	Local-Url = {hintermueller05in.pdf},
+	Title = {An infeasible primal-dual algorithm for {TV}-based inf-convolution-type image restoration},
+	Year = {2005}}
+
+
+@article{lobo98ap,
+	Author = {M. Lobo and L. Vanderberghe and S. Boyd and H. Lebret},
+	Date-Added = {2005-10-27 13:24:01 -0700},
+	Date-Modified = {2005-10-27 13:26:03 -0700},
+	Journal = {Linear Algebra and its Applications},
+	Local-Url = {lobo98ap.pdf},
+	Pages = {193--228},
+	Title = {Applications of second-order cone programming},
+	Volume = {284},
+	Year = {1998}}
+
+
+@book{nesterov94in,
+	Address = {Philadelphia},
+	Author = {Y. E. Nesterov and A. S. Nemirovski},
+	Publisher = {SIAM Publications},
+	Title = {Interior Point Polynomial Methods in Convex Programming},
+	Year = {1994}}
+
+@book{nocedal99nu,
+	Address = {New York},
+	Author = {J. Nocedal and S. J. Wright},
+	Publisher = {Springer},
+	Title = {Numerical Optimization},
+	Year = {1999}}
+
+
+@article{paige75so,
+	Author = {C. C. Paige and M. Saunders},
+	Date-Added = {2005-11-09 15:39:31 -0800},
+	Date-Modified = {2005-11-09 15:41:44 -0800},
+	Journal = {SIAM J. Numer. Anal.},
+	Keywords = {symmlq, linear systems},
+	Local-Url = {paige75so.pdf},
+	Month = {September},
+	Number = {4},
+	Title = {Solution of sparse indefinite systems of linear equations},
+	Volume = {12},
+	Year = {1975}}
+
+
+@book{renegar01ma,
+	Author = {J. Renegar},
+	Date-Added = {2005-11-10 13:38:49 -0800},
+	Date-Modified = {2005-11-10 13:41:09 -0800},
+	Keywords = {optimization, interior point methods},
+	Publisher = {SIAM},
+	Series = {MPS-SIAM Series on Optimization},
+	Title = {A mathematical view of interior-point methods in convex optimization},
+	Year = {2001}}
+
+
+@article{rudin92no,
+	Author = {L. I. Rudin and S. Osher and E. Fatemi},
+	Journal = {Physica D},
+	Pages = {259--68},
+	Title = {Nonlinear total variation noise removal algorithm},
+	Volume = {60},
+	Year = {1992}}
+
+
+@misc{shewchuk94in,
+	Author = {J. R. Shewchuk},
+	Date-Added = {2005-05-02 15:38:06 -0700},
+	Date-Modified = {2005-07-15 15:55:22 -0700},
+	Howpublished = {Manuscript},
+	Keywords = {conjugate gradients},
+	Local-Url = {shewchuk94in.pdf},
+	Month = {August},
+	Title = {An introduction to the conjugate gradient method without the agonizing pain},
+	Url = {www.cs.cmu.edu/~quake-papers/painless-conjugate-gradient.pdf},
+	Year = {1994}}
+
+
+@book{wright97pr,
+	Author = {S. J. Wright},
+	Publisher = {SIAM Publications},
+	Title = {Primal-Dual Interior-Point Methods},
+	Year = {1997}}
+