Kamalika Chaudhuri

Title(s)Professor, Computer Science and Engineering
SchoolVc-academic Affairs
Address9500 Gilman Drive #
La Jolla CA 92093
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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. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Learning from Data with Heterogeneous Noise using SGD. JMLR Workshop Conf Proc. 2015 Feb; 2015:894-902. Song S, Chaudhuri K, Sarwate AD. PMID: 26705435; PMCID: PMC4687916.
      View in: PubMed   Mentions: 4  
    2. Convergence Rates for Differentially Private Statistical Estimation. Proc Int Conf Mach Learn. 2012 Jul; 2012:1327-1334. Chaudhuri K, Hsu D. PMID: 25302341; PMCID: PMC4188376.
      View in: PubMed   Mentions: 2  
    3. iDASH: integrating data for analysis, anonymization, and sharing. J Am Med Inform Assoc. 2012 Mar-Apr; 19(2):196-201. 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 team. PMID: 22081224; PMCID: PMC3277627.
      View in: PubMed   Mentions: 72     Fields:    
    4. Differentially Private Empirical Risk Minimization. J Mach Learn Res. 2011 Mar; 12:1069-1109. Chaudhuri K, Monteleoni C, Sarwate AD. PMID: 21892342; PMCID: PMC3164588.
      View in: PubMed   Mentions: 39  
    5. Sample Complexity Bounds for Differentially Private Learning. JMLR Workshop Conf Proc. 2011; 2011:155-186. Chaudhuri K, Hsu D. PMID: 25285183; PMCID: PMC4183222.
      View in: PubMed   Mentions: 3  
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