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Faculty Marina Meila Jeff Bilmes Students Le Bao Bhushan Mandhani Publications Courses Code and data Funding

Publications Christopher Meek, Marina Meila NIPS 2014: 631-639 Recursive Inversion Models for Permutations "Consensus ranking with signed permutations" with Raman Arora, AISTATS 2013 "Experiments with Kemeny ranking: what works when? with Alnur Ali, Mathematical Social Sciences 64,28-40, 2012 "Preferences in college applications -- a non-parametric Bayesian analysis of top-10 rankings" Alnur Ali, Marina Meila, Brendan Murphy, Harr Chen, NIPS Workshop on Computational Social Science and the Wisdom of Crowds, 2010 (slides) "Dirichlet Process Mixtures of Generalized Mallows Models" Marina Meila and Harr Chen, UAI 2010, Catalina Island, CA. Journal version accepted to TPAMI (TB posted). "An exponential family model over infinite rankings by Marina Meila and Le Bao, Journal of Machine Learning Research, 10:3481--3518, 2010. Marina Meila and Le Bao "Estimation and Clustering with Infinite Rankings", UAI 2008, Helsinki, Finland. Marina Meila and Le Bao "Estimation and Clustering with Infinite Rankings", UW Statistics TR 529, 2007 Le Bao and Marina Meila "Clustering permutations by Exponential Blurring Mean-Shift", UW Statistics TR 524, 2007 Marina Meila, Kapil Phadnis, Arthur Patterson and Jeff Bilmes "Consensus ranking under the exponential model", UAI 2007, Vancouver, BC. Marina Meila, Kapil Phadnis, Arthur Patterson and Jeff Bilmes "Consensus ranking under the exponential model" , UW Statistics Technical Report 515 Jeff Bilmes and Marina Meila "Intransitivity in classification and choice", UWEETR-2006-0021 Courses STAT 591/EE 596 Modern methods of machine learning: multiway classification, preferences, intransitivity Marina Meila and Jeff Bilmes, Autumn 2006 Code  GMM - Estimation of Generalized Mallows Models (Java package) written by Bhushan Mandhani [with support from NSF award 0535100 ] [Overview/Manual] [Download GMM] MS -- Exponential Blurring Mean-Shift for Rankings (Matlab package) written by Le Bao and Marina Meila [with support from NSF award 0535100 ] [Overview] [Download MS] Datasets Students Bhushan Mandhani, Computer Science, Fall 2007--Spring 2008 Le Bao, Statistics, Summer 2008 (currently Assistent Professor at Penn State) Dominique Perrault-Joncas, Statistics (currently at Google) Alnur Ali (currently PhD student at CMU) Funding The following sources of funding have supported this project NSF Grant IIS-0535100

	Department of Electrical & Engineering     Department of Statistics  University of Washington