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    authors = "Nakatasukasa, Yuji and Tropp, Joel A.",
    title = "Fast \& accurate randomized algorithms for linear systems and eigenvalue problems",
    publisher = "California Institute of Technology",
    year = "2022",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220909-161413582",
    id = "https://authors.library.caltech.edu/records/sfhkg-s9j41",
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    authors = "Lotz, Martin and Tropp, Joel A.",
    title = "Sharp phase transitions in Euclidian integral geometry",
    publisher = "California Institute of Technology",
    year = "2022",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220829-181401723",
    id = "https://authors.library.caltech.edu/records/cmnb2-cj310",
    doi = "10.7907/9rja-rh15"
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    authors = "Tropp, Joel A. and Yurtsever, Alp and Udell, Madeleine and Cevher, Volkan",
    title = "More practical sketching algorithms for low-rank matrix approximation",
    publisher = "California Institute of Technology",
    year = "2022",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220826-183609942",
    id = "https://authors.library.caltech.edu/records/65ve1-bdv49",
    doi = "10.7907/bb7w-ve61"
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    authors = "Probel, Clément J. and Tropp, Joel A.",
    title = "Large-Scales PCA with Sparsity Constraints",
    publisher = "California Institute of Technology",
    year = "2022",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220826-185558571",
    id = "https://authors.library.caltech.edu/records/n41gz-6ef08",
    doi = "10.7907/51g8-zc61"
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    authors = "Tropp, Joel A.",
    title = "Analysis of randomized block Krylov methods",
    publisher = "California Institute of Technology",
    year = "2021",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210624-180721369",
    id = "https://authors.library.caltech.edu/records/yygt8-c5v38"
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    authors = "Tropp, Joel A. and Yurtsever, Alp and Udell, Madeleine and Cevher, Volkan",
    title = "Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data",
    publisher = "California Institute of Technology",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170620-081901312",
    id = "https://authors.library.caltech.edu/records/j57tf-w2w37",
    doi = "10.7907/QJE2-RP11"
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    authors = "McCoy, Michael B. and Tropp, Joel A.",
    title = "The Achievable Performance of Convex Demixing",
    publisher = "California Institute of Technology",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170314-110228775",
    id = "https://authors.library.caltech.edu/records/kw8x8-1b864",
    doi = "10.7907/4KWM-5N31"
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    authors = "Tropp, Joel A. and Yurtsever, Alp and Udell, Madeleine and Cevher, Volkan",
    title = "Randomized Single-View Algorithms for Low-Rank Matrix Approximation",
    publisher = "California Institute of Technology",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170215-154809329",
    id = "https://authors.library.caltech.edu/records/3d125-7h749",
    doi = "10.7907/Z9HT2M9C"
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    authors = "Gittens, A. and Tropp, J.  A.",
    title = "Error Bounds for Random Matrix Approximation Schemes",
    publisher = "California Institute of Technology",
    year = "2014",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140828-082707636",
    id = "https://authors.library.caltech.edu/records/qzqvc-0ys80",
    doi = "10.7907/03an-qj61"
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    authors = "Gittens, Alex A. and Tropp, Joel A.",
    title = "Tail Bounds for All Eigenvalues of a Sum of Random Matrices",
    publisher = "California Institute of Technology",
    year = "2014",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140828-084239607",
    id = "https://authors.library.caltech.edu/records/b28v5-ftj62",
    doi = "10.7907/tz8n-h623"
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    authors = "Chen, Richard Y. and Gittens, Alex A. and Tropp, Joel A.",
    title = "The Masked Sample Covariance Estimator: An Analysis via the Matrix Laplace Transform",
    publisher = "California Institute of Technology",
    year = "2012",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120411-102106234",
    id = "https://authors.library.caltech.edu/records/jecr2-q6g39",
    doi = "10.7907/6rfh-ce56"
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    authors = "Tropp, Joel A. and Wright, Stephen J.",
    title = "Computational Methods for Sparse Solution of Linear Inverse Problems",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-163243421",
    id = "https://authors.library.caltech.edu/records/bq0pd-0q647",
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    authors = "Tropp, Joel A.",
    title = "Column Subset Selection, Matrix Factorization, and Eigenvalue Optimization",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-161421093",
    id = "https://authors.library.caltech.edu/records/1g1zy-mab38",
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@other{https://authors.library.caltech.edu/records/33xmn-6ma60,
    authors = "Halko, N. and Martinsson, P. G. and Tropp, J. A.",
    title = "Finding Structure with Randomness: Stochastic Algorithms for Constructing Approximate matrix Decompositions",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-111324407",
    id = "https://authors.library.caltech.edu/records/33xmn-6ma60",
    doi = "10.7907/PK8V-V047"
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@other{https://authors.library.caltech.edu/records/2nmzy-qwc92,
    authors = "Owhadi, Houman and Zhang, Lei",
    title = "Localized bases for finite dimensional homogenization
 approximations with non-separated scales and high-contrast",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-113719601",
    id = "https://authors.library.caltech.edu/records/2nmzy-qwc92"
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@other{https://authors.library.caltech.edu/records/cah08-djz88,
    authors = "Tropp, Joel A.",
    title = "User-Friendly Tail Bounds for Sums of Random Matrices",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-112125900",
    id = "https://authors.library.caltech.edu/records/cah08-djz88",
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    authors = "Tropp, Joel A. and Gilbert, Anna C.",
    title = "Signal Recovery from Random Measurements Via Orthogonal Matching Pursuit: The Gaussian Case",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111010-134929077",
    id = "https://authors.library.caltech.edu/records/vyc9e-gq869",
    doi = "10.7907/EG9R-Y984"
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    authors = "Needell, D. and Tropp, J. A.",
    title = "CoSaMP: Iterative Signal Recovery from Incomplete and Inaccurate Samples",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-160707642",
    id = "https://authors.library.caltech.edu/records/gabgd-m9s11",
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    authors = "Owhadi, H. and Scovel, C. and Sullivan, T. J. and McKerns, M. and Ortiz, M.",
    title = "Optimal Uncertainty Quantification",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-113158874",
    id = "https://authors.library.caltech.edu/records/5j8b4-b5n05",
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    authors = "Tropp, Joel A.",
    title = "User-friendly Tail Bounds for Matrix Martingales",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-114710310",
    id = "https://authors.library.caltech.edu/records/stacd-2cs60",
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@other{https://authors.library.caltech.edu/records/ewe01-61q87,
    authors = "Berlyand, Leonid and Owhadi, Houman",
    title = "Flux Norm Approach to Homogenization Problems with non-separated Scales",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-105135181",
    id = "https://authors.library.caltech.edu/records/ewe01-61q87",
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@other{https://authors.library.caltech.edu/records/vgmnz-ees44,
    authors = "Tao, Molei and Owhadi, Houman and Marsden, Jerrold E.",
    title = "Non-intrusive and structure preserving multiscale integration of stiff ODEs, SDEs and Hamiltonian systems with hidden slow dynamics via flow averaging",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-110532817",
    id = "https://authors.library.caltech.edu/records/vgmnz-ees44",
    doi = "10.7907/QZNP-SR14"
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    authors = "Desbrun, Mathieu and Donaldson, Roger D. and Owhadi, Houman",
    title = "Discrete Geometric Structures in Homogenization and Inverse Homogenization with Application to EIT",
    publisher = "California Institute of Technology",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-163848887",
    id = "https://authors.library.caltech.edu/records/36dys-2ya70",
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