Uncertainty in Artificial Intelligence
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Jeff A. Bilmes
SSLI
Dept. of EE
University of Wa
Contact Information
Webpage : http://www.ee.washington.edu/faculty/bilmes
Email : bilmes@ee.washington.edu
Mailing Address
Publications in UAI

UAI-2014
:: Learning Peptide-Spectrum Alignment Models for Tandem Mass Spectrometry
:: Monotone Closure of Relaxed Constraints in Submodular Optimization: Connections Between Minimization and Maximization

UAI-2013
:: The Lovasz-Bregman Divergence and connections to rank aggregation, clustering, and web ranking

UAI-2012
:: Learning Mixtures of Submodular Shells with Application to Document Summarization
:: Spectrum Identification using a Dynamic Bayesian Network Model of Tandem Mass Spectra
:: Algorithms for Approximate Minimization of the Difference Between Submodular Functions, with Applications

UAI-2011
:: Active Semi-Supervised Learning using Submodular Functions

UAI-2007
:: Consensus ranking under the exponential model

UAI-2006
:: Non-Minimal Triangulations for Mixed Stochastic/Deterministic Graphical Models
:: Recognizing Activities and Spatial Context Using Wearable Sensors

UAI-2005
:: A submodular-supermodular procedure with applications to discriminative structure learning

UAI-2004
:: PAC-learning bounded tree-width Graphical Models

UAI-2003
:: On Triangulating Dynamic Graphical Models

UAI-2000
:: Dynamic Bayesian Multinets


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