@other{https://resolver.caltech.edu/CaltechAUTHORS:20220909-161413582,
    title = "Fast \& accurate randomized algorithms for linear systems and eigenvalue problems",
    year = "2021",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220909-161413582",
    id = "record",
    doi = "10.7907/cmyh-va31"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20210621-223135493,
    title = "Tensor Random Projection for Low Memory Dimension Reduction",
    year = "2021",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210621-223135493",
    id = "record",
    doi = "10.48550/arXiv.2105.00105"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20201218-154423869,
    title = "Quantum simulation via randomized product formulas: Low gate complexity with accuracy guarantees",
    year = "2020",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154423869",
    id = "record",
    doi = "10.48550/arXiv.2008.11751"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20220829-181401723,
    title = "Sharp phase transitions in Euclidian integral geometry",
    year = "2020",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220829-181401723",
    id = "record",
    doi = "10.7907/9rja-rh15"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20201218-154437706,
    title = "Scalable Semidefinite Programming",
    year = "2019",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154437706",
    id = "record",
    doi = "10.48550/arXiv.1912.02949"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20201218-154441081,
    title = "Binary Component Decomposition. Part I: The Positive-Semidefinite Case",
    year = "2019",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154441081",
    id = "record",
    doi = "10.48550/arXiv.1907.13603"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20201218-154444454,
    title = "Binary component decomposition. Part II: The asymmetric case",
    year = "2019",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154444454",
    id = "record",
    doi = "10.48550/arXiv.1907.13602"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20220826-183609942,
    title = "More practical sketching algorithms for low-rank matrix approximation",
    year = "2018",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220826-183609942",
    id = "record",
    doi = "10.7907/bb7w-ve61"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20210624-180721369,
    title = "Analysis of randomized block Krylov methods",
    year = "2018",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210624-180721369",
    id = "record"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20170620-081901312,
    title = "Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170620-081901312",
    id = "record",
    doi = "10.7907/QJE2-RP11"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20180828-145534045,
    title = "Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180828-145534045",
    id = "record",
    doi = "10.48550/arXiv.1702.06838"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20170314-110228775,
    title = "The Achievable Performance of Convex Demixing",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170314-110228775",
    id = "record",
    doi = "10.7907/4KWM-5N31"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20170215-154809329,
    title = "Randomized Single-View Algorithms for Low-Rank Matrix Approximation",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170215-154809329",
    id = "record",
    doi = "10.7907/Z9HT2M9C"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20180831-112137332,
    title = "Universality laws for randomized dimension reduction, with applications",
    year = "2015",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112137332",
    id = "record",
    doi = "10.48550/arXiv.1511.09433"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20180831-112133957,
    title = "Second-Order Matrix Concentration Inequalities",
    year = "2015",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112133957",
    id = "record",
    doi = "10.48550/arXiv.1504.05919"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20180831-112157832,
    title = "A foundation for analytical developments in the logarithmic region of turbulent channels",
    year = "2014",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112157832",
    id = "record",
    doi = "10.48550/arXiv.1409.6047"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20140828-082707636,
    title = "Error Bounds for Random Matrix Approximation Schemes",
    year = "2014",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140828-082707636",
    id = "record",
    doi = "10.7907/03an-qj61"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20140828-084239607,
    title = "Tail Bounds for All Eigenvalues of a Sum of Random Matrices",
    year = "2014",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140828-084239607",
    id = "record",
    doi = "10.7907/tz8n-h623"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20180831-112130540,
    title = "The achievable performance of convex demixing",
    year = "2013",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112130540",
    id = "record",
    doi = "10.48550/arXiv.1309.7478"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20180831-112127106,
    title = "Deriving Matrix Concentration Inequalities from Kernel Couplings",
    year = "2013",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112127106",
    id = "record",
    doi = "10.48550/arXiv.1305.0612"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20120411-102106234,
    title = "The Masked Sample Covariance Estimator: An Analysis via the Matrix Laplace Transform",
    year = "2012",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120411-102106234",
    id = "record",
    doi = "10.7907/6rfh-ce56"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20180831-112123699,
    title = "The Masked Sample Covariance Estimator: An Analysis via Matrix Concentration Inequalities",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112123699",
    id = "record",
    doi = "10.48550/arXiv.1109.1637"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20220826-185558571,
    title = "Large-Scales PCA with Sparsity Constraints",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220826-185558571",
    id = "record",
    doi = "10.7907/51g8-zc61"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20111012-114710310,
    title = "User-friendly Tail Bounds for Matrix Martingales",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-114710310",
    id = "record",
    doi = "10.7907/62v9-yh77"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20111012-112125900,
    title = "User-Friendly Tail Bounds for Sums of Random Matrices",
    year = "2010",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-112125900",
    id = "record",
    doi = "10.7907/A14X-R435"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20111012-111324407,
    title = "Finding Structure with Randomness: Stochastic Algorithms for Constructing Approximate matrix Decompositions",
    year = "2009",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-111324407",
    id = "record",
    doi = "10.7907/PK8V-V047"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20111011-163243421,
    title = "Computational Methods for Sparse Solution of Linear Inverse Problems",
    year = "2009",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-163243421",
    id = "record",
    doi = "10.7907/QF0D-J303"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20111011-160707642,
    title = "CoSaMP: Iterative Signal Recovery from Incomplete and Inaccurate Samples",
    year = "2008",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-160707642",
    id = "record",
    doi = "10.7907/KE0N-TN13"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20111011-161421093,
    title = "Column Subset Selection, Matrix Factorization, and Eigenvalue Optimization",
    year = "2008",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-161421093",
    id = "record",
    doi = "10.7907/82PQ-TF75"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20111010-134929077,
    title = "Signal Recovery from Random Measurements Via Orthogonal Matching Pursuit: The Gaussian Case",
    year = "2007",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111010-134929077",
    id = "record",
    doi = "10.7907/EG9R-Y984"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20180828-150010838,
    title = "Algorithmic linear dimension reduction in the ℓ\_1 norm for sparse vectors",
    year = "2006",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180828-150010838",
    id = "record",
    doi = "10.48550/arXiv.0608079"
}