Uncertainty in Artificial Intelligence
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Tommi S. Jaakkola
AI Laboratory
Computer Science and Electrical Engineering
Massachusetts In
Contact Information
Webpage : http://www.ai.mit.edu/~tommi
Email : tommi@ai.mit.edu
Mailing Address
Cambridge,  MA  02139
USA
Publications in UAI

UAI-2013
:: Inverse Covariance Estimation for High-Dimensional Data in Linear Time and Space: Spectral Methods for Riccati and Sparse Models

UAI-2008
:: Tightening LP Relaxations for MAP using Message Passing

UAI-2007
:: Convergent Propagation Algorithms via Oriented Trees

UAI-2003
:: On Information Regularization

UAI-2002
:: Continuation Methods for Mixing Heterogenous Sources
:: Unsupervised Active Learning in Large Domains
:: A New Class of Upper Bounds on the Log Partition Function

UAI-2000
:: Feature Selection and Dualities in Maximum Entropy Discrimination
:: Tractable Bayesian Learning of Tree Belief Networks

UAI-1996
:: Computing Upper and Lower Bounds on Likelihoods in Intractable Networks


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