Mark Sandler

Google Publications

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    Diagnosing Latency in Multi-Tier Black-Box Services

    Krzysztof Ostrowski, Gideon Mann, Mark Sandler

    5th Workshop on Large Scale Distributed Systems and Middleware (LADIS 2011) (to appear)

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    Modeling the Parallel Execution of Black-Box Services

    Gideon Mann, Mark Sandler, Darja Krushevskaja, Sudipto Guha, Eyal Even-Dar

    HotCloud, Usenix (2011)

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    Monitoring Algorithms for Negative Feedback Systems

    Mark Sandler, S. Muthukrishnan

    WWW, ACM (2010), pp. 871-880

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    Theory research at Google

    Gagan Aggarwal, Nir Ailon, Florin Constantin, Eyal Even-Dar, Jon Feldman, Gereon Frahling, Monika R. Henzinger, S. Muthukrishnan, Noam Nisan, Martin Pál, Mark Sandler, Anastasios Sidiropoulos

    SIGACT News, vol. 39 (2008), pp. 10-28

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    Using Mixture Models for Collaborative Filtering

    Jon Kleinberg, Mark Sandler

    Journal of Computer and System Science, vol. 74, no. 1 (2008), pp. 49-69

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    Hierarchical Mixture Models: A probabilistic Analysis

    Mark Sandler

    KDD (2007), pp. 580-589

Previous Publications

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    Telling Two Distributions Apart: a Tight Characterization

    Eyal Even-Dar, Mark Sandler

    Arxiv.org (2011)

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    Privacy via pseudorandom sketches

    Nina Mishra, Mark Sandler

    PODS (2006), pp. 143-152

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    On Learning Mixtures of Heavy-Tailed Distributions

    Anirban Dasgupta, John E. Hopcroft, Jon M. Kleinberg, Mark Sandler

    FOCS (2005), pp. 491-500

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    On the use of linear programming for unsupervised text classification

    Mark Sandler

    KDD (2005), pp. 256-264

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    Network failure detection and graph connectivity

    Jon M. Kleinberg, Mark Sandler, Aleksandrs Slivkins

    SODA (2004), pp. 76-85

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    Using mixture models for collaborative filtering

    Jon M. Kleinberg, Mark Sandler

    STOC (2004), pp. 569-578

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    Convergent algorithms for collaborative filtering

    Jon M. Kleinberg, Mark Sandler

    ACM Conference on Electronic Commerce (2003), pp. 1-10