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FTML
2008
185views more  FTML 2008»
13 years 11 months ago
Graphical Models, Exponential Families, and Variational Inference
The formalism of probabilistic graphical models provides a unifying framework for capturing complex dependencies among random variables, and building large-scale multivariate stat...
Martin J. Wainwright, Michael I. Jordan
PEPM
2007
ACM
15 years 9 months ago
Concoqtion: Indexed types now!
programming languages community is vigorously pursuing ways to incorporate F!-style indexed types into programming languages. This paper advocates Concoqtion, a practical approach ...
Emir Pasalic, Jeremy G. Siek, Seth Fogarty, Walid ...
ICDM
2009
IEEE
198views Data Mining» more  ICDM 2009»
14 years 5 months ago
Information Extraction for Clinical Data Mining: A Mammography Case Study
Abstract—Breast cancer is the leading cause of cancer mortality in women between the ages of 15 and 54. During mammography screening, radiologists use a strict lexicon (BI-RADS) ...
Houssam Nassif, Ryan Woods, Elizabeth S. Burnside,...
ICASSP
2011
IEEE
13 years 2 months ago
An utterance comparison model for speaker clustering using factor analysis
We propose a novel utterance comparison model based on probability theory and factor analysis that computes the likelihood of two speech utterances originating from the same speak...
Woojay Jeon, Changxue Ma, Dusan Macho
CVPR
2000
IEEE
15 years 26 days ago
Order Parameters for Minimax Entropy Distributions: When Does High Level Knowledge Help?
Many problems in vision can be formulated as Bayesian inference. It is important to determine the accuracy of these inferences and how they depend on the problem domain. In recent...
Alan L. Yuille, James M. Coughlan, Song Chun Zhu, ...