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Kamalika Chaudhuri

TitleAssociate Researcher
InstitutionUniversity of California San Diego
DepartmentComputer Science and Engineering
Address9500 Gilman Drive #0404
La Jolla CA 92093
Phone858-534-8909
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
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    1. Song S, Chaudhuri K, Sarwate AD. Learning from Data with Heterogeneous Noise using SGD. JMLR Workshop Conf Proc. 2015 Feb; 2015:894-902. PMID: 26705435.
      View in: PubMed
    2. Sarwate AD, Chaudhuri K. Signal Processing and Machine Learning with Differential Privacy: Algorithms and challenges for continuous data. IEEE Signal Process Mag. 2013 Sep 01; 30(5):86-94. PMID: 24737929.
      View in: PubMed
    3. Chaudhuri K, Hsu D. Convergence Rates for Differentially Private Statistical Estimation. Proc Int Conf Mach Learn. 2012 Jul; 2012:1327-1334. PMID: 25302341.
      View in: PubMed
    4. Ohno-Machado L, Bafna V, Boxwala AA, Chapman BE, Chapman WW, Chaudhuri K, Day ME, Farcas C, Heintzman ND, Jiang X, Kim H, Kim J, Matheny ME, Resnic FS, Vinterbo SA. iDASH: integrating data for analysis, anonymization, and sharing. J Am Med Inform Assoc. 2012 Mar-Apr; 19(2):196-201. PMID: 22081224; PMCID: PMC3277627.
    5. Chaudhuri K, Monteleoni C, Sarwate AD. Differentially Private Empirical Risk Minimization. J Mach Learn Res. 2011 Mar; 12:1069-1109. PMID: 21892342.
      View in: PubMed
    6. Chaudhuri K, Hsu D. Sample Complexity Bounds for Differentially Private Learning. JMLR Workshop Conf Proc. 2011; 2011:155-186. PMID: 25285183.
      View in: PubMed