@book{https://authors.library.caltech.edu/records/gma0a-nfa97,
    author = "Soh, Yong Sheng and Chandrasekaran, Venkat",
    title = "High-dimensional change-point estimation: Combining filtering with convex optimization",
    year = "2015",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20151007-111059602",
    id = "https://authors.library.caltech.edu/records/gma0a-nfa97",
    isbn = "978-1-4673-7704-1",
    doi = "10.1109/ISIT.2015.7282435",
    pages = "151-155"
}


@book{https://authors.library.caltech.edu/records/13fkx-c7p18,
    author = "Chandrasekaran, Venkat and Shah, Parikshit",
    title = "Conic Geometric Programming",
    year = "2014",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150430-092047133",
    id = "https://authors.library.caltech.edu/records/13fkx-c7p18",
    isbn = "978-1-4799-3001-2",
    doi = "10.1109/CISS.2014.6814151",
    pages = "1-4"
}


@book{https://authors.library.caltech.edu/records/2r1kp-2rd47,
    author = "Pilanci, Mert and El Ghaoui, Laurent and Chandrasekaran, Venkat",
    title = "Recovery of Sparse Probability Measures via Convex Programming",
    year = "2012",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20130107-155151292",
    id = "https://authors.library.caltech.edu/records/2r1kp-2rd47"
}


@book{https://authors.library.caltech.edu/records/1jpa7-xjq41,
    author = "Chandrasekaran, Venkat and Wakin, Michael B. and Baron, Dror and Baraniuk, Richard G.",
    title = "Surflets: a sparse representation for multidimensional functions containing smooth discontinuities",
    year = "2012",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20121011-131626671",
    id = "https://authors.library.caltech.edu/records/1jpa7-xjq41",
    isbn = "0-7803-8280-3",
    doi = "10.1109/ISIT.2004.1365602",
    pages = "565-565"
}


@book{https://authors.library.caltech.edu/records/30y4w-z3y06,
    author = "Chandrasekaran, Venkat and Johnson, Jason K. and Willsky, Alan S.",
    title = "Maximum Entropy Relaxation for Graphical Model Selection given Inconsistent Statistics",
    year = "2012",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20121009-080604998",
    id = "https://authors.library.caltech.edu/records/30y4w-z3y06",
    isbn = "978-1-4244-1197-9",
    doi = "10.1109/SSP.2007.4301334",
    pages = "625-629"
}


@book{https://authors.library.caltech.edu/records/e0hnq-s2x10,
    author = "Chandrasekaran, Venkat and Johnson, Jason K. and Willsky, Alan S.",
    title = "Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis",
    year = "2012",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20121008-155412807",
    id = "https://authors.library.caltech.edu/records/e0hnq-s2x10"
}


@book{https://authors.library.caltech.edu/records/49gfm-x6q43,
    author = "Liu, Ying and Chandrasekaran, Venkat and Anandkumar, Animashree and Willsky, Alan S.",
    title = "Feedback Message Passing for Inference in Gaussian Graphical Models",
    year = "2010",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20121004-153356182",
    id = "https://authors.library.caltech.edu/records/49gfm-x6q43",
    isbn = "978-1-4244-6960-4",
    doi = "10.1109/ISIT.2010.5513321",
    pages = "1683-1687"
}


@book{https://authors.library.caltech.edu/records/8ea39-50s38,
    author = "Chandrasekaran, Venkat and Sanghavi, Sujay and Parrilo, Pablo A. and Willsky, Alan S.",
    title = "Sparse and low-rank matrix decompositions",
    year = "2009",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20121008-082643123",
    id = "https://authors.library.caltech.edu/records/8ea39-50s38",
    isbn = "978-1-4244-5870-7",
    doi = "10.1109/ALLERTON.2009.5394889",
    pages = "962-967"
}


@book{https://authors.library.caltech.edu/records/ggrm5-wc586,
    author = "Choi, Myung Jin and Chandrasekaran, Venkat and Willsky, Alan S.",
    title = "Exploiting Sparse Markov and Covariance Structure in Multiresolution Models",
    year = "2009",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20121008-111307673",
    id = "https://authors.library.caltech.edu/records/ggrm5-wc586",
    isbn = "978-1-60558-516-1",
    doi = "10.1145/1553374.1553397",
    pages = "177-184"
}


@book{https://authors.library.caltech.edu/records/kj6yy-vpj18,
    author = "Chandrasekaran, Venkat and Srebro, Nathan and Harsha, Prahladh",
    title = "Complexity of Inference in Graphical Models",
    year = "2008",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20121008-154959981",
    id = "https://authors.library.caltech.edu/records/kj6yy-vpj18",
    isbn = "0974903949",
    doi = "10.48550/arXiv.1206.3240",
    pages = "70-78"
}