Charles Elkan

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Link prediction via matrix factorization. Aditya Krishna Menon, Charles Elkan. In Machine Learning and Knowledge Discovery In Databases - European Conference, ECML-PKDD, Proceedings Part II, 2011. [pdf]

Fast algorithms for approximating the singular value decomposition. Aditya Krishna Menon, Charles Elkan. To appear in Transactions of Knowledge and Data Discovery: Special Issue on Large-Scale Data Mining (TKDD-LDMTA), 2010. [pdf] code

A log-linear model with latent features for dyadic prediction. Aditya Krishna Menon, Charles Elkan. In IEEE International Conference on Data Mining (ICDM), Sydney, Australia, 2010. [pdf] [slides] [code]

Predicting labels for dyadic data. Aditya Krishna Menon, Charles Elkan. In Data Mining and Knowledge Discovery: Special Issue on Papers from ECML-PKDD, Volume 21, Number 2, 2010. [pdf] [slides]

recorded: September 2011
  • AI Seminar, UCSD 2012 3/5/12: Open Causal analysis from survey data with network autocorrelation. ?? possible title