Boulos Harb

Google Publications

Previous Publications

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    Sampling Algorithms and Coresets for $\ellp Regression

    Anirban Dasgupta, Petros Drineas, Boulos Harb, Ravi Kumar, Michael W. Mahoney

    SIAM J. Comput., vol. 38 (2009), pp. 2060-2078

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    Approximation Algorithms for Wavelet Transform Coding of Data Streams

    S. Guha, B. Harb

    IEEE Transactions on Information Theory, vol. 54 (2008), pp. 811-830

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    Sampling Algorithms and Coresets for Lp Regression

    Anirban Dasgupta, Petros Drineas, Boulos Harb, Ravi Kumar, Michael W. Mahoney

    SODA (2008), pp. 932-941

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    Sampling algorithms and coresets for ℓp regression

    Anirban Dasgupta, Petros Drineas, Boulos Harb, Ravi Kumar, Michael W. Mahoney

    SODA (2008), pp. 932-941

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    Algorithms for Linear and Nonlinear Approximation of Large Data

    Boulos Harb

    Ph.D. Thesis, University of Pennsylvania (2007)

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    Efficient Enumeration of Phylogenetically Informative Substrings

    Stanislav Angelov, B. Harb, S. Kannan, S. Khanna, J. Kim

    Journal of Computational Biology, vol. 14 (2007), pp. 701-723

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    Feature selection methods for text classification

    Anirban Dasgupta, Petros Drineas, Boulos Harb, Vanja Josifovski, Michael W. Mahoney

    KDD (2007), pp. 230-239

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    Nonlinear Approximation and Image Representation using Wavelets

    Sudipto Guha, Boulos Harb

    Web Information Retrieval and Linear Algebra Algorithms (2007)

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    Sampling Algorithms and Coresets for Lp Regression

    Anirban Dasgupta, Petros Drineas, Boulos Harb, Ravi Kumar, Michael W. Mahoney

    CoRR, vol. abs/0707.1714 (2007)

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    Approximation Algorithms for Wavelet Transform Coding of Data Streams

    Sudipto Guha, Boulos Harb

    SODA (2006), pp. 698-707

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    Efficient Enumeration of Phylogenetically Informative Substrings

    Stanislav Angelov, Boulos Harb, Sampath Kannan, Sanjeev Khanna, Junhyong Kim

    RECOMB (2006), pp. 248-264

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    Weighted Isotonic Regression under the L1 Norm

    Stanislav Angelov, Boulos Harb, Sampath Kannan, Li-San Wang

    SODA (2006), pp. 783-791

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    Approximating the Best-Fit Tree Under Lp Norms

    Boulos Harb, Sampath Kannan, Andrew McGregor

    APPROX-RANDOM (2005), pp. 123-133

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    Wavelet Synopsis for Data Streams: Minimizing non-Euclidean Error

    Sudipto Guha, Boulos Harb

    KDD (2005), pp. 88-97

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    Genome Identification and Classification by Short Oligo Arrays

    Stanislav Angelov, Boulos Harb, Sampath Kannan, Sanjeev Khanna, Junhyong Kim, Li-San Wang

    WABI (2004), pp. 400-411